1
|
Ramlow L, Lindner B. Noise intensity of a Markov chain. Phys Rev E 2024; 110:014139. [PMID: 39161007 DOI: 10.1103/physreve.110.014139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 07/08/2024] [Indexed: 08/21/2024]
Abstract
Stochastic transitions between discrete microscopic states play an important role in many physical and biological systems. Often these transitions lead to fluctuations on a macroscopic scale. A classic example from neuroscience is the stochastic opening and closing of ion channels and the resulting fluctuations in membrane current. When the microscopic transitions are fast, the macroscopic fluctuations are nearly uncorrelated and can be fully characterized by their mean and noise intensity. We show how, for an arbitrary Markov chain, the noise intensity can be determined from an algebraic equation, based on the transition rate matrix; these results are in agreement with earlier results from the theory of zero-frequency noise in quantum mechanical and classical systems. We demonstrate the validity of the theory using an analytically tractable two-state Markovian dichotomous noise, an eight-state model for a calcium channel subunit (De Young-Keizer model), and Markov models of the voltage-gated sodium and potassium channels as they appear in a stochastic version of the Hodgkin-Huxley model.
Collapse
|
2
|
Pérez-Cervera A, Gutkin B, Thomas PJ, Lindner B. A universal description of stochastic oscillators. Proc Natl Acad Sci U S A 2023; 120:e2303222120. [PMID: 37432992 PMCID: PMC10629544 DOI: 10.1073/pnas.2303222120] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 05/18/2023] [Indexed: 07/13/2023] Open
Abstract
Many systems in physics, chemistry, and biology exhibit oscillations with a pronounced random component. Such stochastic oscillations can emerge via different mechanisms, for example, linear dynamics of a stable focus with fluctuations, limit-cycle systems perturbed by noise, or excitable systems in which random inputs lead to a train of pulses. Despite their diverse origins, the phenomenology of random oscillations can be strikingly similar. Here, we introduce a nonlinear transformation of stochastic oscillators to a complex-valued function [Formula: see text](x) that greatly simplifies and unifies the mathematical description of the oscillator's spontaneous activity, its response to an external time-dependent perturbation, and the correlation statistics of different oscillators that are weakly coupled. The function [Formula: see text] (x) is the eigenfunction of the Kolmogorov backward operator with the least negative (but nonvanishing) eigenvalue λ1 = μ1 + iω1. The resulting power spectrum of the complex-valued function is exactly given by a Lorentz spectrum with peak frequency ω1 and half-width μ1; its susceptibility with respect to a weak external forcing is given by a simple one-pole filter, centered around ω1; and the cross-spectrum between two coupled oscillators can be easily expressed by a combination of the spontaneous power spectra of the uncoupled systems and their susceptibilities. Our approach makes qualitatively different stochastic oscillators comparable, provides simple characteristics for the coherence of the random oscillation, and gives a framework for the description of weakly coupled oscillators.
Collapse
Affiliation(s)
- Alberto Pérez-Cervera
- Department of Applied Mathematics, Instituto de Matemática Interdisciplinar, Universidad Complutense de Madrid, Madrid28040, Spain
| | - Boris Gutkin
- Group for Neural Theory, LNC2 INSERM U960, Département d’Etudes Cognitives, Ecole Normale Supérieure - Paris Science Letters University, Paris75005, France
| | - Peter J. Thomas
- Department of Mathematics, Applied Mathematics, and Statistics, Case Western Reserve University, Cleveland, OH44106
| | - Benjamin Lindner
- Bernstein Center for Computational Neuroscience Berlin, Berlin10115, Germany
- Department of Physics, Humboldt Universität zu Berlin, BerlinD-12489, Germany
| |
Collapse
|
3
|
Terrien S, Krauskopf B, Broderick NGR, Pammi VA, Braive R, Sagnes I, Beaudoin G, Pantzas K, Barbay S. Merging and disconnecting resonance tongues in a pulsing excitable microlaser with delayed optical feedback. CHAOS (WOODBURY, N.Y.) 2023; 33:023142. [PMID: 36859235 DOI: 10.1063/5.0124693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 01/26/2023] [Indexed: 06/18/2023]
Abstract
Excitability, encountered in numerous fields from biology to neurosciences and optics, is a general phenomenon characterized by an all-or-none response of a system to an external perturbation of a given strength. When subject to delayed feedback, excitable systems can sustain multistable pulsing regimes, which are either regular or irregular time sequences of pulses reappearing every delay time. Here, we investigate an excitable microlaser subject to delayed optical feedback and study the emergence of complex pulsing dynamics, including periodic, quasiperiodic, and irregular pulsing regimes. This work is motivated by experimental observations showing these different types of pulsing dynamics. A suitable mathematical model, written as a system of delay differential equations, is investigated through an in-depth bifurcation analysis. We demonstrate that resonance tongues play a key role in the emergence of complex dynamics, including non-equidistant periodic pulsing solutions and chaotic pulsing. The structure of resonance tongues is shown to depend very sensitively on the pump parameter. Successive saddle transitions of bounding saddle-node bifurcations constitute a merging process that results in unexpectedly large regions of locked dynamics, which subsequently disconnect from the relevant torus bifurcation curve; the existence of such unconnected regions of periodic pulsing is in excellent agreement with experimental observations. As we show, the transition to unconnected resonance regions is due to a general mechanism: the interaction of resonance tongues locally at an extremum of the rotation number on a torus bifurcation curve. We present and illustrate the two generic cases of disconnecting and disappearing resonance tongues. Moreover, we show how a pair of a maximum and a minimum of the rotation number appears naturally when two curves of torus bifurcation undergo a saddle transition (where they connect differently).
Collapse
Affiliation(s)
- Soizic Terrien
- Laboratoire d'Acoustique de l'Université du Mans (LAUM), UMR 6613, Institut d'Acoustique - Graduate School (IA-GS), CNRS, Le Mans Université, Le Mans, France
| | - Bernd Krauskopf
- Department of Mathematics and Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | - Neil G R Broderick
- Department of Physics and Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | - Venkata A Pammi
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Rémy Braive
- Université Paris-Saclay, Université Paris Cité, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France and Institut Universitaire de France, Paris, France
| | - Isabelle Sagnes
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Grégoire Beaudoin
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Konstantinos Pantzas
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Sylvain Barbay
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| |
Collapse
|
4
|
Chalkiadakis D, Hizanidis J. Dynamical properties of neuromorphic Josephson junctions. Phys Rev E 2022; 106:044206. [PMID: 36397509 DOI: 10.1103/physreve.106.044206] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
Abstract
Neuromorphic computing exploits the dynamical analogy between many physical systems and neuron biophysics. Superconductor systems, in particular, are excellent candidates for neuromorphic devices due to their capacity to operate at great speeds and with low energy dissipation compared to their silicon counterparts. In this paper, we revisit a prior work on Josephson Junction-based neurons to identify the exact dynamical mechanisms underlying the system's neuronlike properties and reveal complex behaviors which are relevant for neurocomputation and the design of superconducting neuromorphic devices. Our paper lies at the intersection of superconducting physics and theoretical neuroscience, both viewed under a common framework-that of nonlinear dynamics theory.
Collapse
Affiliation(s)
- D Chalkiadakis
- Department of Physics, University of Crete, 71003 Herakleio, Greece
| | - J Hizanidis
- Department of Physics, University of Crete, 71003 Herakleio, Greece and Institute of Applied and Computational Mathematics, Foundation for Research and Technology-Hellas, 70013 Herakleio, Greece
| |
Collapse
|
5
|
Moreno-Spiegelberg P, Arinyo-I-Prats A, Ruiz-Reynés D, Matias MA, Gomila D. Bifurcation structure of traveling pulses in type-I excitable media. Phys Rev E 2022; 106:034206. [PMID: 36266808 DOI: 10.1103/physreve.106.034206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 08/01/2022] [Indexed: 06/16/2023]
Abstract
We study the scenario in which traveling pulses emerge in a prototypical type-I one-dimensional excitable medium, which exhibits two different routes to excitable behavior, mediated by a homoclinic (saddle-loop) and a saddle-node on the invariant cycle bifurcations. We characterize the region in parameter space in which traveling pulses are stable together with the different bifurcations behind either their destruction or loss of stability. In particular, some of the bifurcations delimiting the stability region have been connected, using singular limits, with the two different scenarios that mediated type-I local excitability. Finally, the existence of traveling pulses has been linked to a drift pitchfork instability of localized steady structures.
Collapse
Affiliation(s)
- Pablo Moreno-Spiegelberg
- IFISC (CSIC-UIB), Instituto de Física Interdisciplinar y Sistemas Complejos, E-07122 Palma de Mallorca, Spain
| | - Andreu Arinyo-I-Prats
- Institute of Computer Science, Czech Academy of Sciences, 182 07 Prague 8, Czech Republic
| | - Daniel Ruiz-Reynés
- Laboratory of Dynamics in Biological Systems, Department of Cellular and Molecular Medicine, University of Leuven (KU Leuven), B-3000 Leuven, Belgium
| | - Manuel A Matias
- IFISC (CSIC-UIB), Instituto de Física Interdisciplinar y Sistemas Complejos, E-07122 Palma de Mallorca, Spain
| | - Damià Gomila
- IFISC (CSIC-UIB), Instituto de Física Interdisciplinar y Sistemas Complejos, E-07122 Palma de Mallorca, Spain
| |
Collapse
|
6
|
Terrien S, Pammi VA, Krauskopf B, Broderick NGR, Barbay S. Pulse-timing symmetry breaking in an excitable optical system with delay. Phys Rev E 2021; 103:012210. [PMID: 33601571 DOI: 10.1103/physreve.103.012210] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 11/10/2020] [Indexed: 06/12/2023]
Abstract
Excitable systems with delayed feedback are important in areas from biology to neuroscience and optics. They sustain multistable pulsing regimes with different numbers of equidistant pulses in the feedback loop. Experimentally and theoretically, we report on the pulse-timing symmetry breaking of these regimes in an optical system. A bifurcation analysis unveils that this originates in a resonance phenomenon and that symmetry-broken states are stable in large regions of the parameter space. These results have impact in photonics for, e.g., optical computing and versatile sources of optical pulses.
Collapse
Affiliation(s)
- Soizic Terrien
- The Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, New Zealand
| | - Venkata A Pammi
- Université Paris-Saclay, Centre National de la Recherche Scientifique, Centre de Nanosciences et de Nanotechnologies, Palaiseau, France
| | - Bernd Krauskopf
- The Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, New Zealand
| | - Neil G R Broderick
- The Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, New Zealand
| | - Sylvain Barbay
- Université Paris-Saclay, Centre National de la Recherche Scientifique, Centre de Nanosciences et de Nanotechnologies, Palaiseau, France
| |
Collapse
|
7
|
Ruschel S, Krauskopf B, Broderick NGR. The limits of sustained self-excitation and stable periodic pulse trains in the Yamada model with delayed optical feedback. CHAOS (WOODBURY, N.Y.) 2020; 30:093101. [PMID: 33003905 DOI: 10.1063/5.0007758] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 08/11/2020] [Indexed: 06/11/2023]
Abstract
We consider the Yamada model for an excitable or self-pulsating laser with saturable absorber and study the effects of delayed optical self-feedback in the excitable case. More specifically, we are concerned with the generation of stable periodic pulse trains via repeated self-excitation after passage through the delayed feedback loop and their bifurcations. We show that onset and termination of such pulse trains correspond to the simultaneous bifurcation of countably many fold periodic orbits with infinite period in this delay differential equation. We employ numerical continuation and the concept of reappearance of periodic solutions to show that these bifurcations coincide with codimension-two points along families of connecting orbits and fold periodic orbits in a related advanced differential equation. These points include heteroclinic connections between steady states and homoclinic bifurcations with non-hyperbolic equilibria. Tracking these codimension-two points in parameter space reveals the critical parameter values for the existence of periodic pulse trains. We use the recently developed theory of temporal dissipative solitons to infer necessary conditions for the stability of such pulse trains.
Collapse
Affiliation(s)
- Stefan Ruschel
- Department of Mathematics, The University of Auckland, Auckland 1142, New Zealand
| | - Bernd Krauskopf
- Department of Mathematics, The University of Auckland, Auckland 1142, New Zealand
| | - Neil G R Broderick
- Dodd-Walls Centre for Photonic and Quantum Technologies, Dunedin 9054, New Zealand
| |
Collapse
|
8
|
Alfaro-Bittner K, Barbay S, Clerc MG. Pulse propagation in a 1D array of excitable semiconductor lasers. CHAOS (WOODBURY, N.Y.) 2020; 30:083136. [PMID: 32872804 DOI: 10.1063/5.0006195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 07/30/2020] [Indexed: 06/11/2023]
Abstract
Nonlinear pulse propagation is a major feature in continuously extended excitable systems. The persistence of this phenomenon in coupled excitable systems is expected. Here, we investigate theoretically the propagation of nonlinear pulses in a 1D array of evanescently coupled excitable semiconductor lasers. We show that the propagation of pulses is characterized by a hopping dynamics. The average pulse speed and bifurcation diagram are characterized as a function of the coupling strength between the lasers. Several instabilities are analyzed such as the onset and disappearance of pulse propagation and a spontaneous breaking of the translation symmetry. The pulse propagation modes evidenced are specific to the discrete nature of the 1D array of excitable lasers.
Collapse
Affiliation(s)
- K Alfaro-Bittner
- Departamento de Física, Universidad Técnica Federico Santa María, Av. España 1680, Casilla 110V, Valparaíso, Chile
| | - S Barbay
- Centre de Nanosciences et de Nanotechnologies, CNRS, Université Paris-Saclay, 91120 Palaiseau, France
| | - M G Clerc
- Departamento de Física and Millennium Institute for Research in Optics, FCFM, Universidad de Chile, Casilla, 487-3 Santiago, Chile
| |
Collapse
|
9
|
Dillane M, Dubinkin I, Fedorov N, Erneux T, Goulding D, Kelleher B, Viktorov EA. Excitable interplay between lasing quantum dot states. Phys Rev E 2019; 100:012202. [PMID: 31499912 DOI: 10.1103/physreve.100.012202] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Indexed: 06/10/2023]
Abstract
The optically injected semiconductor laser system has proven to be an excellent source of experimental nonlinear dynamics, particularly regarding the generation of excitable pulses. Typically for low-injection strengths, these pulses are the result of a small above-threshold perturbation of a stable steady state, the underlying physics is well described by the Adler phase equation, and each laser intensity pulse is accompanied by a 2π phase rotation. In this article, we show how, with a dual-state quantum dot laser, a variation of type I excitability is possible that cannot be described by the Adler model. The laser is operated so that emission is from the excited state only. The ground state can be activated and phase locked to the master laser via optical injection while the excited state is completely suppressed. Close to the phase-locking boundary, a region of ground-state emission dropouts correlated to excited-state pulses can be observed. We show that the phase of the ground state undergoes bounded rotations due to interactions with the excited state. We analyze the system both experimentally and numerically and find excellent agreement. Particular attention is devoted to the bifurcation conditions needed for an excitable pulse as well as its time evolution.
Collapse
Affiliation(s)
- M Dillane
- Department of Physics, University College Cork, Cork, Ireland
- Tyndall National Institute, University College Cork, Lee Maltings, Dyke Parade, Cork, Ireland
| | - I Dubinkin
- National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia
| | - N Fedorov
- National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia
| | - T Erneux
- Optique Nonlinéaire Théorique, Campus Plaine, CP 231, 1050 Bruxelles, Belgium
| | - D Goulding
- Tyndall National Institute, University College Cork, Lee Maltings, Dyke Parade, Cork, Ireland
- Centre for Advanced Photonics and Process Analysis, Cork Institute of Technology, Cork, Ireland
- Department of Mathematics, Cork Institute of Technology, Cork, Ireland
| | - B Kelleher
- Department of Physics, University College Cork, Cork, Ireland
- Tyndall National Institute, University College Cork, Lee Maltings, Dyke Parade, Cork, Ireland
| | - E A Viktorov
- National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia
| |
Collapse
|
10
|
Terrien S, Krauskopf B, Broderick NGR, Braive R, Beaudoin G, Sagnes I, Barbay S. Pulse train interaction and control in a microcavity laser with delayed optical feedback. OPTICS LETTERS 2018; 43:3013-3016. [PMID: 29957769 DOI: 10.1364/ol.43.003013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 05/15/2018] [Indexed: 06/08/2023]
Abstract
We report experimental and theoretical results on the pulse train dynamics in an excitable semiconductor microcavity laser with an integrated saturable absorber and delayed optical feedback. We show how short optical control pulses can trigger, erase, or retime regenerative pulse trains in the external cavity. Both repulsive and attractive interactions between pulses are observed, and are explained in terms of the internal dynamics of the carriers. A bifurcation analysis of a model consisting of a system of nonlinear delay differential equations shows that arbitrary sequences of coexisting pulse trains are very long transients towards weakly stable periodic solutions with equidistant pulses in the external cavity.
Collapse
|
11
|
Erneux T, Barbay S. Two distinct excitable responses for a laser with a saturable absorber. Phys Rev E 2018; 97:062214. [PMID: 30011474 DOI: 10.1103/physreve.97.062214] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Indexed: 06/08/2023]
Abstract
Excitable lasers with saturable absorbers are currently investigated as potential candidates for low level spike processing tasks in integrated optical platforms. Following a small perturbation of a stable equilibrium, a single and intense laser pulse can be generated before returning to rest. Motivated by recent experiments [Selmi et al., Phys. Rev. E 94, 042219 (2016)10.1103/PhysRevE.94.042219], we consider the rate equations for a laser containing a saturable absorber (LSA) and analyze the effects of different initial perturbations. With its three steady states and following Hodgkin classification, the LSA is a Type I excitable system. By contrast to perturbations on the intensity leading to the same intensity pulse, perturbations on the gain generate pulses of different amplitudes. We explain these distinct behaviors by analyzing the slow-fast dynamics of the laser in each case. We first consider a two-variable LSA model for which the conditions of excitability can be explored in the phase plane in a transparent manner. We then concentrate on the full three variable LSA equations and analyze its solutions near a degenerate steady bifurcation point. This analysis generalizes previous results [Dubbeldam et al., Phys. Rev. E 60, 6580 (1999)1063-651X10.1103/PhysRevE.60.6580] for unequal carrier density rates. Last, we discuss a fundamental difference between neuron and laser models.
Collapse
Affiliation(s)
- Thomas Erneux
- Université Libre de Bruxelles, Optique Nonlinéaire Théorique, Campus Plaine, CP 231, 1050 Bruxelles, Belgium
| | - Sylvain Barbay
- Centre de Nanosciences et de Nanotechnologies, CNRS, Université Paris-Sud, Université Paris-Saclay, site de Marcoussis, 91460 Marcoussis, France
| |
Collapse
|
12
|
Garbin B, Dolcemascolo A, Prati F, Javaloyes J, Tissoni G, Barland S. Refractory period of an excitable semiconductor laser with optical injection. Phys Rev E 2017; 95:012214. [PMID: 28208426 DOI: 10.1103/physreve.95.012214] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Indexed: 06/06/2023]
Abstract
Injection-locked semiconductor lasers can be brought to a neuronlike excitable regime when parameters are set close to the unlocking transition. Here we study experimentally the response of this system to repeated optical perturbations and observe the existence of a refractory period during which perturbations are not able to elicit an excitable response. The results are analyzed via simulations of a set of dynamical equations which reproduced adequately the experimental results.
Collapse
Affiliation(s)
- B Garbin
- Université Côte d'Azur-CNRS, Institut Non Linéaire de Nice, France
- The Dodd-Walls Centre for Photonic and Quantum Technologies, Department of Physics, The University of Auckland, Auckland 1142, New Zealand
| | - A Dolcemascolo
- Université Côte d'Azur-CNRS, Institut Non Linéaire de Nice, France
- Dipartimento di Scienza e Alta Tecnologia, Università dell'Insubria, via Valleggio 11, I-22100 Como, Italy
| | - F Prati
- Dipartimento di Scienza e Alta Tecnologia, Università dell'Insubria, via Valleggio 11, I-22100 Como, Italy
- CNISM, Research Unit of Como, via Valleggio 11, I-22100 Como, Italy
| | - J Javaloyes
- Departament de Física, Universitat de les Illes Baleares, C/ Valldemossa km 7.5, 07122 Mallorca, Spain
| | - G Tissoni
- Université Côte d'Azur-CNRS, Institut Non Linéaire de Nice, France
| | - S Barland
- Université Côte d'Azur-CNRS, Institut Non Linéaire de Nice, France
| |
Collapse
|
13
|
Artificial Neuron Based on Integrated Semiconductor Quantum Dot Mode-Locked Lasers. Sci Rep 2016; 6:39317. [PMID: 27991574 PMCID: PMC5171909 DOI: 10.1038/srep39317] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 10/19/2016] [Indexed: 11/08/2022] Open
Abstract
Neuro-inspired implementations have attracted strong interest as a power efficient and robust alternative to the digital model of computation with a broad range of applications. Especially, neuro-mimetic systems able to produce and process spike-encoding schemes can offer merits like high noise-resiliency and increased computational efficiency. Towards this direction, integrated photonics can be an auspicious platform due to its multi-GHz bandwidth, its high wall-plug efficiency and the strong similarity of its dynamics under excitation with biological spiking neurons. Here, we propose an integrated all-optical neuron based on an InAs/InGaAs semiconductor quantum-dot passively mode-locked laser. The multi-band emission capabilities of these lasers allows, through waveband switching, the emulation of the excitation and inhibition modes of operation. Frequency-response effects, similar to biological neural circuits, are observed just as in a typical two-section excitable laser. The demonstrated optical building block can pave the way for high-speed photonic integrated systems able to address tasks ranging from pattern recognition to cognitive spectrum management and multi-sensory data processing.
Collapse
|
14
|
Selmi F, Braive R, Beaudoin G, Sagnes I, Kuszelewicz R, Erneux T, Barbay S. Spike latency and response properties of an excitable micropillar laser. Phys Rev E 2016; 94:042219. [PMID: 27841605 DOI: 10.1103/physreve.94.042219] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Indexed: 06/06/2023]
Abstract
We present experimental measurements concerning the response of an excitable micropillar laser with saturable absorber to incoherent as well as coherent perturbations. The excitable response is similar to the behavior of spiking neurons but with much faster time scales. It is accompanied by a subnanosecond nonlinear delay that is measured for different bias pump values. This mechanism provides a natural scheme for encoding the strength of an ultrafast stimulus in the response delay of excitable spikes (temporal coding). Moreover, we demonstrate coherent and incoherent perturbations techniques applied to the micropillar with perturbation thresholds in the range of a few femtojoules. Responses to coherent perturbations assess the cascadability of the system. We discuss the physical origin of the responses to single and double perturbations with the help of numerical simulations of the Yamada model and, in particular, unveil possibilities to control the relative refractory period that we recently evidenced in this system. Experimental measurements are compared to both numerical simulations of the Yamada model and analytic expressions obtained in the framework of singular perturbation techniques. This system is thus a good candidate to perform photonic spike processing tasks in the framework of novel neuroinspired computing systems.
Collapse
Affiliation(s)
- F Selmi
- Centre de Nanosciences et de Nanotechnologies, CNRS, Univ. Paris-Sud, Université Paris-Saclay, C2N-Marcoussis, 91460 Marcoussis, France
| | - R Braive
- Centre de Nanosciences et de Nanotechnologies, CNRS, Univ. Paris-Sud, Université Paris-Saclay, C2N-Marcoussis, 91460 Marcoussis, France
- Université Paris Diderot, 5 rue Thomas-Mann, 75013 Paris, France
| | - G Beaudoin
- Centre de Nanosciences et de Nanotechnologies, CNRS, Univ. Paris-Sud, Université Paris-Saclay, C2N-Marcoussis, 91460 Marcoussis, France
| | - I Sagnes
- Centre de Nanosciences et de Nanotechnologies, CNRS, Univ. Paris-Sud, Université Paris-Saclay, C2N-Marcoussis, 91460 Marcoussis, France
| | - R Kuszelewicz
- Neurophotonics Laboratory, CNRS/Université Paris Descartes, 45, rue des Saints-Pères, 75270 Paris, France
| | - T Erneux
- Université Libre de Bruxelles, Optique Nonlinéaire Théorique, Campus Plaine C.P. 231, 1050 Bruxelles, Belgium
| | - S Barbay
- Centre de Nanosciences et de Nanotechnologies, CNRS, Univ. Paris-Sud, Université Paris-Saclay, C2N-Marcoussis, 91460 Marcoussis, France
| |
Collapse
|
15
|
Semenova N, Zakharova A, Anishchenko V, Schöll E. Coherence-Resonance Chimeras in a Network of Excitable Elements. PHYSICAL REVIEW LETTERS 2016; 117:014102. [PMID: 27419572 DOI: 10.1103/physrevlett.117.014102] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Indexed: 05/26/2023]
Abstract
We demonstrate that chimera behavior can be observed in nonlocally coupled networks of excitable systems in the presence of noise. This phenomenon is distinct from classical chimeras, which occur in deterministic oscillatory systems, and it combines temporal features of coherence resonance, i.e., the constructive role of noise, and spatial properties of chimera states, i.e., the coexistence of spatially coherent and incoherent domains in a network of identical elements. Coherence-resonance chimeras are associated with alternating switching of the location of coherent and incoherent domains, which might be relevant in neuronal networks.
Collapse
Affiliation(s)
- Nadezhda Semenova
- Department of Physics, Saratov State University, Astrakhanskaya street 83, 410012 Saratov, Russia
| | - Anna Zakharova
- Institut für Theoretische Physik, Technische Universität Berlin, Hardenbergstraße 36, 10623 Berlin, Germany
| | - Vadim Anishchenko
- Department of Physics, Saratov State University, Astrakhanskaya street 83, 410012 Saratov, Russia
| | - Eckehard Schöll
- Institut für Theoretische Physik, Technische Universität Berlin, Hardenbergstraße 36, 10623 Berlin, Germany
| |
Collapse
|
16
|
Shastri BJ, Nahmias MA, Tait AN, Rodriguez AW, Wu B, Prucnal PR. Spike processing with a graphene excitable laser. Sci Rep 2016; 6:19126. [PMID: 26753897 PMCID: PMC4709573 DOI: 10.1038/srep19126] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Accepted: 12/07/2015] [Indexed: 12/22/2022] Open
Abstract
Novel materials and devices in photonics have the potential to revolutionize optical information processing, beyond conventional binary-logic approaches. Laser systems offer a rich repertoire of useful dynamical behaviors, including the excitable dynamics also found in the time-resolved "spiking" of neurons. Spiking reconciles the expressiveness and efficiency of analog processing with the robustness and scalability of digital processing. We demonstrate a unified platform for spike processing with a graphene-coupled laser system. We show that this platform can simultaneously exhibit logic-level restoration, cascadability and input-output isolation--fundamental challenges in optical information processing. We also implement low-level spike-processing tasks that are critical for higher level processing: temporal pattern detection and stable recurrent memory. We study these properties in the context of a fiber laser system and also propose and simulate an analogous integrated device. The addition of graphene leads to a number of advantages which stem from its unique properties, including high absorption and fast carrier relaxation. These could lead to significant speed and efficiency improvements in unconventional laser processing devices, and ongoing research on graphene microfabrication promises compatibility with integrated laser platforms.
Collapse
Affiliation(s)
- Bhavin J Shastri
- Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA
| | - Mitchell A Nahmias
- Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA
| | - Alexander N Tait
- Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA
| | - Alejandro W Rodriguez
- Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA
| | - Ben Wu
- Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA
| | - Paul R Prucnal
- Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA
| |
Collapse
|
17
|
Selmi F, Braive R, Beaudoin G, Sagnes I, Kuszelewicz R, Barbay S. Temporal summation in a neuromimetic micropillar laser. OPTICS LETTERS 2015; 40:5690-5693. [PMID: 26625083 DOI: 10.1364/ol.40.005690] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Neuromimetic systems are systems mimicking the functionalities or architecture of biological neurons and may present an alternative path for efficient computing and information processing. We demonstrate here experimentally temporal summation in a neuromimetic micropillar laser with an integrated saturable absorber. Temporal summation is the property of neurons to integrate delayed input stimuli and to respond by an all-or-none kind of response if the inputs arrive in a sufficiently small time window. Our system alone may act as a fast optical coincidence detector and paves the way to fast photonic spike-processing networks.
Collapse
|
18
|
Nahmias MA, Tait AN, Shastri BJ, de Lima TF, Prucnal PR. Excitable laser processing network node in hybrid silicon: analysis and simulation. OPTICS EXPRESS 2015; 23:26800-26813. [PMID: 26480191 DOI: 10.1364/oe.23.026800] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The combination of ultrafast laser dynamics and dense on-chip multiwavelength networking could potentially address new domains of real-time signal processing that require both speed and complexity. We present a physically realistic optoelectronic simulation model of a circuit for dynamical laser neural networks and verify its behavior. We describe the physics, dynamics, and parasitics of one network node, which includes a bank of filters, a photodetector, and excitable laser. This unconventional circuit exhibits both cascadability and fan-in, critical properties for the large-scale networking of information processors based on laser excitability. In addition, it can be instantiated on a photonic integrated circuit platform and requires no off-chip optical I/O. Our proposed processing system could find use in emerging applications, including cognitive radio and low-latency control.
Collapse
|
19
|
Shastri BJ, Nahmias MA, Tait AN, Wu B, Prucnal PR. SIMPEL: circuit model for photonic spike processing laser neurons. OPTICS EXPRESS 2015; 23:8029-8044. [PMID: 25837141 DOI: 10.1364/oe.23.008029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We propose an equivalent circuit model for photonic spike processing laser neurons with an embedded saturable absorber—a simulation model for photonic excitable lasers (SIMPEL). We show that by mapping the laser neuron rate equations into a circuit model, SPICE analysis can be used as an efficient and accurate engine for numerical calculations, capable of generalization to a variety of different types of laser neurons with saturable absorber found in literature. The development of this model parallels the Hodgkin-Huxley model of neuron biophysics, a circuit framework which brought efficiency, modularity, and generalizability to the study of neural dynamics. We employ the model to study various signal-processing effects such as excitability with excitatory and inhibitory pulses, binary all-or-nothing response, and bistable dynamics.
Collapse
|
20
|
Turconi M, Giudici M, Barland S. Response of laser-localized structures to external perturbations in coupled semiconductor microcavities. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2014; 372:rsta.2014.0004. [PMID: 25246683 DOI: 10.1098/rsta.2014.0004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Laser-localized structures have been observed in several experiments based on broad-area semiconductor lasers. They appear as bounded regions of laser light emission which can exist independently of each other and are expected to be commuted via external optical perturbations. In this work, we perform a statistical analysis of time-resolved commutation experiments in a system of coupled lasers and show the role of wavelength, polarization and pulse energy in the switching process. Furthermore, we also analyse the response of the system outside of the stability region of laser-localized states in search of an excitable response. We observe not only a threshold separating two types of responses, but also a strong variability in the system's trajectory when returning to the initial stable fixed point.
Collapse
Affiliation(s)
- M Turconi
- Université de Nice, CNRS UMR 7335, Institut Non Linéaire de Nice, 1361 route des Lucioles, 06560 Valbonne, France
| | - M Giudici
- Université de Nice, CNRS UMR 7335, Institut Non Linéaire de Nice, 1361 route des Lucioles, 06560 Valbonne, France
| | - S Barland
- Université de Nice, CNRS UMR 7335, Institut Non Linéaire de Nice, 1361 route des Lucioles, 06560 Valbonne, France
| |
Collapse
|
21
|
Otto C, Lingnau B, Schöll E, Lüdge K. Manipulating coherence resonance in a quantum dot semiconductor laser via electrical pumping. OPTICS EXPRESS 2014; 22:13288-13307. [PMID: 24921523 DOI: 10.1364/oe.22.013288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Excitability and coherence resonance are studied in a semiconductor quantum dot laser under short optical self-feedback. For low pump levels, these are observed close to a homoclinic bifurcation, which is in correspondence with earlier observations in quantum well lasers. However, for high pump levels, we find excitability close to a boundary crisis of a chaotic attractor. We demonstrate that in contrast to the homoclinic bifurcation the crisis and thus the excitable regime is highly sensitive to the pump current. The excitability threshold increases with the pump current, which permits to adjust the sensitivity of the excitable unit to noise as well as to shift the optimal noise strength, at which maximum coherence is observed. The shift adds up to more than one order of magnitude, which strongly facilitates experimental realizations.
Collapse
|
22
|
Selmi F, Braive R, Beaudoin G, Sagnes I, Kuszelewicz R, Barbay S. Relative refractory period in an excitable semiconductor laser. PHYSICAL REVIEW LETTERS 2014; 112:183902. [PMID: 24856697 DOI: 10.1103/physrevlett.112.183902] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Indexed: 06/03/2023]
Abstract
We report on experimental evidence of neuronlike excitable behavior in a micropillar laser with saturable absorber. We show that under a single pulsed perturbation the system exhibits subnanosecond response pulses and analyze the role of the laser bias pumping. Under a double pulsed excitation we study the absolute and relative refractory periods, similarly to what can be found in neural excitability, and interpret the results in terms of a dynamical inhibition mediated by the carrier dynamics. These measurements shed light on the analogy between optical and biological neurons and pave the way to fast spike-time coding based optical systems with a speed several orders of magnitude faster than their biological or electronic counterparts.
Collapse
Affiliation(s)
- F Selmi
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS UPR20, Route de Nozay, 91460 Marcoussis, France
| | - R Braive
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS UPR20, Route de Nozay, 91460 Marcoussis, France
| | - G Beaudoin
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS UPR20, Route de Nozay, 91460 Marcoussis, France
| | - I Sagnes
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS UPR20, Route de Nozay, 91460 Marcoussis, France
| | - R Kuszelewicz
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS UPR20, Route de Nozay, 91460 Marcoussis, France
| | - S Barbay
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS UPR20, Route de Nozay, 91460 Marcoussis, France
| |
Collapse
|
23
|
Doedel EJ, Pando L CL. Multiparameter bifurcations and mixed-mode oscillations in Q-switched CO2 lasers. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2014; 89:052904. [PMID: 25353858 DOI: 10.1103/physreve.89.052904] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Indexed: 06/04/2023]
Abstract
We study the origin of mixed-mode oscillations and related bifurcations in a fully molecular laser model that describes CO2 monomode lasers with a slow saturable absorber. Our study indicates that the presence of isolas of periodic mixed-mode oscillations, as the pump parameter and the cavity-frequency detuning change, is inherent to Q-switched CO2 monomode lasers. We compare this model, known as the dual four-level model, to the more conventional 3:2 model and to a CO2 laser model for fast saturable absorbers. In these models, we find similarities as well as qualitative differences, such as the different nature of the homoclinic tangency to a relevant unstable periodic orbit, where the Gavrilov-Shilnikov theory and its extensions may hold. We also show that there are isolas of periodic mixed-mode oscillations in a model for CO2 lasers with modulated losses, as the pump parameter varies. The coarse-grained bifurcation diagrams of the periodic mixed-mode oscillations in these models suggest that these oscillations belong to similar classes.
Collapse
Affiliation(s)
- Eusebius J Doedel
- Department of Computer Science, Concordia University, 1455 Boulevard de Maisonneuve Ouest, Montréal, Québec, Canada H3G 1M8
| | - Carlos L Pando L
- Instituto de Física, Benemérita Universidad Autónoma de Puebla, Apartado Postal J-48, Puebla 72570, México
| |
Collapse
|
24
|
Garbin B, Goulding D, Hegarty SP, Huyet G, Kelleher B, Barland S. Incoherent optical triggering of excitable pulses in an injection-locked semiconductor laser. OPTICS LETTERS 2014; 39:1254-1257. [PMID: 24690720 DOI: 10.1364/ol.39.001254] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
We experimentally study the response of an injection-locked quantum dot semiconductor laser in the excitable regime to perturbations from an external, incoherent laser. We show that excitable pulses may be triggered both for perturbation wavelengths close to that of the quantum dot device and wavelengths detuned even by a few tens of nanometers.
Collapse
|
25
|
Barbay S, Kuszelewicz R, Yacomotti AM. Excitability in a semiconductor laser with saturable absorber. OPTICS LETTERS 2011; 36:4476-4478. [PMID: 22139214 DOI: 10.1364/ol.36.004476] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
We show that a monolithic and compact vertical cavity laser with intracavity saturable absorber can emit short excitable pulses. These calibrated optical pulses can be excited as a response to an input perturbation whose amplitude is above a certain threshold. Subnanosecond excitable response is promising for applications to novel all-optical devices for information processing or logical gates.
Collapse
Affiliation(s)
- Sylvain Barbay
- Laboratoire de Photonique et de Nanostructures, LPN-CNRS, Route de Nozay, 91460 Marcoussis, France.
| | | | | |
Collapse
|
26
|
Doedel EJ, Pando CLL. Isolas of periodic passive Q-switching self-pulsations in the three-level:two-level model for a laser with a saturable absorber. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2011; 84:056207. [PMID: 22181484 DOI: 10.1103/physreve.84.056207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2011] [Revised: 07/07/2011] [Indexed: 05/31/2023]
Abstract
We show that a fundamental feature of the three-level:two-level model, used to describe molecular monomode lasers with a saturable absorber, is the existence of isolas of periodic passive Q-switching (PQS) self-pulsations. A common feature of these closed families of periodic solutions is that they contain regions of stability of the PQS self-pulsation bordered by period-doubling and fold bifurcations, when the control parameter is either the incoherent external pump or the cavity frequency detuning. These findings unveil the fundamental solution structure that is at the origin of the phenomenon known as "period-adding cascades" in our system. Using numerical continuation techniques we determine these isolas systematically, as well as the changes they undergo as secondary parameters are varied.
Collapse
Affiliation(s)
- Eusebius J Doedel
- Department of Computer Science, Concordia University, Montréal, Québec, Canada
| | | |
Collapse
|
27
|
Coomans W, Gelens L, Beri S, Danckaert J, Van der Sande G. Solitary and coupled semiconductor ring lasers as optical spiking neurons. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2011; 84:036209. [PMID: 22060477 DOI: 10.1103/physreve.84.036209] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Revised: 08/01/2011] [Indexed: 05/31/2023]
Abstract
We theoretically investigate the possibility of generating pulses in an excitable (asymmetric) semiconductor ring laser (SRL) using optical trigger pulses. We show that the phase difference between the injected field and the electric field inside the SRL determines the direction of the perturbation in phase space. Due to the folded shape of the excitability threshold, this has an important influence on the ability to cross it. A mechanism for exciting multiple consecutive pulses using a single trigger pulse (i.e., multipulse excitability) is revealed. We furthermore investigate the possibility of using asymmetric SRLs in a coupled configuration, which is a first step toward an all-optical neural network using SRLs as building blocks.
Collapse
Affiliation(s)
- W Coomans
- Applied Physics Research Group (APHY), Vrije Universiteit Brussel, Pleinlaan 2, B-1050 Brussel, Belgium.
| | | | | | | | | |
Collapse
|
28
|
Wieczorek S, Ashwin P, Luke CM, Cox PM. Excitability in ramped systems: the compost-bomb instability. Proc Math Phys Eng Sci 2010. [DOI: 10.1098/rspa.2010.0485] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The paper studies a novel excitability type where a large excitable response appears when a system’s parameter is varied gradually, or ramped, above some critical rate. This occurs even though there is a (unique) stable quiescent state for any fixed setting of the ramped parameter. We give a necessary and a sufficient condition for the existence of a critical ramping rate in a general class of slow–fast systems with folded slow (critical) manifold. Additionally, we derive an analytical condition for the critical rate by relating the excitability threshold to a canard trajectory through a folded saddle singularity. The general framework is used to explain a potential climate tipping point termed the ‘compost-bomb instability’—an explosive release of soil carbon from peatlands into the atmosphere occurs above some critical rate of global warming even though there is a unique asymptotically stable soil carbon equilibrium for any fixed atmospheric temperature.
Collapse
Affiliation(s)
- S. Wieczorek
- Mathematics Research Institute, University of Exeter, Exeter EX4 4QF, UK
| | - P. Ashwin
- Mathematics Research Institute, University of Exeter, Exeter EX4 4QF, UK
| | - C. M. Luke
- Mathematics Research Institute, University of Exeter, Exeter EX4 4QF, UK
| | - P. M. Cox
- Mathematics Research Institute, University of Exeter, Exeter EX4 4QF, UK
| |
Collapse
|
29
|
Iyengar ANS. Dynamics of an excitable glow-discharge plasma under external forcing. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2010; 82:056210. [PMID: 21230566 DOI: 10.1103/physreve.82.056210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2010] [Revised: 09/14/2010] [Indexed: 05/30/2023]
Abstract
Glow discharge plasma in the excitable regime shows rich dynamical behavior under external forcing. By perturbing the plasma with a subthreshold sawtooth periodic signal, we obtained small subthreshold oscillations that showed resonance with the perturbation frequency. The resonance phenomenon can be useful to estimate characteristic of an excitable system. However, for suprathreshold perturbation, frequency entrainment was observed. In this case, the system showed harmonic frequency entrainment for the perturbation frequencies greater than the characteristic frequency of the system and the excitable behavior for the perturbation frequencies well below the characteristic frequency. The experiments were performed in a glow-discharge plasma where excitability was achieved at a suitable discharge voltage and gas pressure.
Collapse
|
30
|
Nurujjaman M, Bhattacharya PS, Iyengar ANS, Sarkar S. Coherence resonance in a unijunction transistor relaxation oscillator. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2009; 80:015201. [PMID: 19658757 DOI: 10.1103/physreve.80.015201] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2009] [Revised: 06/17/2009] [Indexed: 05/28/2023]
Abstract
The phenomenon of coherence resonance is investigated in an unijunction transistor relaxation oscillator and quantified by estimating the normal variance (NV). Depending on the measuring points, two types of NV curves have been obtained. We have observed that the degradations in coherency at higher noise amplitudes in our system is probably the result of direct interference of coherent oscillations and the stochastic perturbation. Degradation of coherency may be minimal if this direct interference of noise and coherent oscillations is eliminated.
Collapse
Affiliation(s)
- Md Nurujjaman
- Plasma Physics Division, Saha Institute of Nuclear Physics, Bidhannagar, Kolkata 700064, India.
| | | | | | | |
Collapse
|
31
|
Hizanidis J, Schöll E. Control of coherence resonance in semiconductor superlattices. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2008; 78:066205. [PMID: 19256923 DOI: 10.1103/physreve.78.066205] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2008] [Revised: 10/13/2008] [Indexed: 05/27/2023]
Abstract
We study the effect of time-delayed feedback control and Gaussian white noise on the spatiotemporal charge dynamics in a semiconductor superlattice. The system is prepared in a regime where the deterministic dynamics is close to a global bifurcation, namely, a saddle-node bifurcation on a limit cycle. In the absence of control, noise can induce electron charge front motion through the entire device, and coherence resonance is observed. We show that with appropriate selection of the time-delayed feedback parameters the effect of coherence resonance can be either enhanced or destroyed, and the coherence of stochastic domain motion at low noise intensity is dramatically increased. Additionally, the purely delay-induced dynamics in the system is investigated, and a homoclinic bifurcation of a limit cycle is found.
Collapse
Affiliation(s)
- Johanne Hizanidis
- Instutut für Theoretische Physik, Technische Universität Berlin, Hardenbergstasse 36, D-10623 Berlin, Germany
| | | |
Collapse
|
32
|
Flunkert V, Schöll E. Suppressing noise-induced intensity pulsations in semiconductor lasers by means of time-delayed feedback. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2007; 76:066202. [PMID: 18233899 DOI: 10.1103/physreve.76.066202] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2007] [Indexed: 05/25/2023]
Abstract
We investigate the possibility to suppress noise-induced intensity pulsations (relaxation oscillations) in semiconductor lasers by means of a time-delayed feedback control scheme. This idea is first studied in a generic normal-form model, where we derive an analytic expression for the mean amplitude of the oscillations and demonstrate that it can be strongly modulated by varying the delay time. We then investigate the control scheme analytically and numerically in a laser model of Lang-Kobayashi type and show that relaxation oscillations excited by noise can be very efficiently suppressed via feedback from a Fabry-Perot resonator.
Collapse
Affiliation(s)
- Valentin Flunkert
- Institut für Theoretische Physik, Technische Universität Berlin, Germany
| | | |
Collapse
|
33
|
Hilborn RC, Erwin RJ. Fokker-Planck analysis of stochastic coherence in models of an excitable neuron with noise in both fast and slow dynamics. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2005; 72:031112. [PMID: 16241416 DOI: 10.1103/physreve.72.031112] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2005] [Revised: 07/18/2005] [Indexed: 05/05/2023]
Abstract
We provide a detailed and quantitative Fokker-Planck analysis of noise-induced periodicity (stochastic coherence, also known as coherence resonance) in both a discrete-time model and a continuous-time model of excitable neurons. In particular, we show that one-dimensional models can explain why the effects of noise added to the fast and slow dynamics of the models are dramatically different. We argue that such effects should occur in any excitable system with two or more distinct time scales and need to be taken into account in experiments investigating stochastic coherence.
Collapse
Affiliation(s)
- Robert C Hilborn
- Department of Physics, Amherst College, Amherst, Massachusetts 01002, USA.
| | | |
Collapse
|
34
|
Gomila D, Matías MA, Colet P. Excitability mediated by localized structures in a dissipative nonlinear optical cavity. PHYSICAL REVIEW LETTERS 2005; 94:063905. [PMID: 15783734 DOI: 10.1103/physrevlett.94.063905] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2004] [Indexed: 05/24/2023]
Abstract
We find and characterize an excitability regime mediated by localized structures in a dissipative nonlinear optical cavity. The scenario is that stable localized structures exhibit a Hopf bifurcation to self-pulsating behavior, that is followed by the destruction of the oscillation in a saddle-loop bifurcation. Beyond this point there is a regime of excitable localized structures under the application of suitable perturbations. Excitability emerges from the spatial dependence since the system does not exhibit any excitable behavior locally. We show that the whole scenario is organized by a Takens-Bogdanov codimension-2 bifurcation point.
Collapse
Affiliation(s)
- Damià Gomila
- Institut Mediterrani d'Estudis Avançats (IMEDEA,CSIC-UIB), Campus Universitat Illes Balears, E-07122 Palma de Mallorca, Spain.
| | | | | |
Collapse
|
35
|
Tronciu VZ, Yamada M, Abram RA. Analysis of the dynamics of a blue-violet Inx Ga1-x N laser with a saturable absorber. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2004; 70:026604. [PMID: 15447607 DOI: 10.1103/physreve.70.026604] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2003] [Revised: 04/29/2004] [Indexed: 05/24/2023]
Abstract
We report the results of numerical investigations of the dynamical behavior of a blue-violet InGaN laser with a specially incorporated saturable absorber. We have identified the nature of the bifurcation that occurs in the device dynamics and also the conditions that are necessary for self-pulsating and excitable operations. We also demonstrate the influence of the relevant device parameters on the laser dynamics and show how the properties of the saturable absorber and its position in the device have a considerable influence on the laser behavior. Finally theoretical investigations of the excitable behavior and a confirmation of the excitability properties of an InGaN laser are presented and discussed.
Collapse
Affiliation(s)
- V Z Tronciu
- Faculty of Engineering, Kanazawa University, 2-40-20, Kodatsuno, Kanazawa, 920-8667, Japan.
| | | | | |
Collapse
|
36
|
Wieczorek S, Lenstra D. Spontaneously excited pulses in an optically driven semiconductor laser. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2004; 69:016218. [PMID: 14995704 DOI: 10.1103/physreve.69.016218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2003] [Indexed: 05/24/2023]
Abstract
In optically injected semiconductor lasers, intrinsic quantum noise alone, namely, the spontaneous emission and the shot noise, are capable of exciting intensity multipulses from a steady state operation. Noisy lasers exhibit self-pulsations in the locking region of the corresponding deterministic system. The interpulse time statistics are studied in parameter regions near k-homoclinic (Shilnikov) bifurcations where the corresponding deterministic model exhibits single-, double-, and triple-pulse excitability. These statistics differ significantly among each other, and they could be used to characterize regions of different multipulse excitability in a real laser device.
Collapse
Affiliation(s)
- Sebastian Wieczorek
- Department of Physics and Astronomy, FEW, Vrije Universiteit, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands.
| | | |
Collapse
|
37
|
Kiss IZ, Hudson JL, Escalera Santos GJ, Parmananda P. Experiments on coherence resonance: noisy precursors to Hopf bifurcations. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2003; 67:035201. [PMID: 12689121 DOI: 10.1103/physreve.67.035201] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2002] [Indexed: 05/24/2023]
Abstract
Experimental and numerical evidence of coherence resonance in an electrochemical system is reported. External noise with a Gaussian distribution is superimposed on the system when the anodic current is exhibiting stationary (fixed point) dynamics below a supercritical Hopf bifurcation. The amplitude of the added stochastic perturbations is increased monotonically and the induced oscillatory behavior is analyzed. It is observed, both in experiments and in simulations, that the regularity of the noise induced current oscillations reaches a maximum value for an optimum noise level. This is indicative of coherence resonance and can be explained with a mechanism based on noisy precursors to a Hopf bifurcation.
Collapse
Affiliation(s)
- István Z Kiss
- Department of Chemical Engineering, Thornton Hall, University of Virginia, Charlottesville 22903-2442, USA
| | | | | | | |
Collapse
|
38
|
Green K, Krauskopf B. Global bifurcations and bistability at the locking boundaries of a semiconductor laser with phase-conjugate feedback. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2002; 66:016220. [PMID: 12241474 DOI: 10.1103/physreve.66.016220] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2001] [Revised: 02/04/2002] [Indexed: 05/23/2023]
Abstract
We investigate dynamics and bifurcations of a single-mode semiconductor laser subject to phase-conjugate feedback near the locking region. The system is described by rate equations which are a three-dimensional system with a delay. With tools that go much beyond mere simulation, we find and follow steady states regardless of their stability and compute unstable manifolds of saddle points. Furthermore, we identify heteroclinic bifurcations, which turn out to be responsible for bistability and excitability at the locking boundaries.
Collapse
Affiliation(s)
- Kirk Green
- Department of Engineering Mathematics, University of Bristol, Bristol BS8 1TR, United Kingdom
| | | |
Collapse
|
39
|
Wieczorek S, Krauskopf B, Lenstra D. Multipulse excitability in a semiconductor laser with optical injection. PHYSICAL REVIEW LETTERS 2002; 88:063901. [PMID: 11863808 DOI: 10.1103/physrevlett.88.063901] [Citation(s) in RCA: 44] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2001] [Indexed: 05/23/2023]
Abstract
An optically injected semiconductor laser can produce excitable multipulses. Homoclinic bifurcation curves confine experimentally accessible regions in parameter space where the laser emits a certain number of pulses after being triggered from its steady state by a single perturbation. This phenomenon is organized by a generic codimension-two homoclinic bifurcation and should also be observable in other systems.
Collapse
Affiliation(s)
- Sebastian Wieczorek
- Department of Physics and Astronomy, Vrije Universiteit Amsterdam, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands
| | | | | |
Collapse
|
40
|
Tronciu VZ, Abram RA. Excitability of excitons and biexcitons in a ring cavity. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2002; 65:026616. [PMID: 11863687 DOI: 10.1103/physreve.65.026616] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2001] [Revised: 10/23/2001] [Indexed: 05/23/2023]
Abstract
We discuss the excitable behavior of excitons and biexcitons in a nonlinear optical ring cavity. The nonlinearity is due to the process of the creation of biexcitons by photon-assisted conversion of excitons. In the bifurcation analysis a region where a saddle point is close to an equilibrium has been found. In this region the system shows excitability. It is shown that the mechanism of the excitable behavior of excitons and biexcitons in a ring cavity is different from that of two-level atoms in the same system. The possible applications of an excitable ring cavity are discussed.
Collapse
Affiliation(s)
- V Z Tronciu
- Department of Physics, University of Durham, Durham, DH1 3LE, United Kingdom.
| | | |
Collapse
|
41
|
Wünsche HJ, Brox O, Radziunas M, Henneberger F. Excitability of a semiconductor laser by a two-mode homoclinic bifurcation. PHYSICAL REVIEW LETTERS 2002; 88:023901. [PMID: 11801013 DOI: 10.1103/physrevlett.88.023901] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2001] [Indexed: 05/23/2023]
Abstract
We report on the preparation of optical excitability in a distributed feedback semiconductor laser. The device integrates a single-mode laser and a 250 microm long passive section with cleaved facet. The phase of the light fed back from the passive section is tunable by current. The theoretical analysis shows an ultimate hop between external cavity modes within every phase cycle that is associated with a two-mode homoclinic bifurcation close to which the system becomes excitable. This excitability is clearly demonstrated in the experimental response to optical injection comparing well with simulation calculations.
Collapse
Affiliation(s)
- H J Wünsche
- Humboldt-Universität zu Berlin, Institut für Physik, Invalidenstrasse 110, D-10115 Berlin, Germany
| | | | | | | |
Collapse
|
42
|
Buldú JM, García-Ojalvo J, Mirasso CR, Torrent MC, Sancho JM. Effect of external noise correlation in optical coherence resonance. PHYSICAL REVIEW E 2001; 64:051109. [PMID: 11735902 DOI: 10.1103/physreve.64.051109] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2001] [Indexed: 11/07/2022]
Abstract
Coherence resonance occurring in semiconductor lasers with optical feedback is studied via the Lang-Kobayashi model with external nonwhite noise in the pumping current. The temporal correlation and the amplitude of the noise have a highly relevant influence in the system, leading to an optimal coherent response for suitable values of both the noise amplitude and correlation time. This phenomenon is quantitatively characterized by means of several statistical measures.
Collapse
Affiliation(s)
- J M Buldú
- Departament de Física i Enginyeria Nuclear, Universitat Politècnica de Catalunya, Colom 11, E-08222 Terrassa, Spain
| | | | | | | | | |
Collapse
|
43
|
Hu B, Zhou C. Synchronization regimes in coupled noisy excitable systems. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2001; 63:026201. [PMID: 11308552 DOI: 10.1103/physreve.63.026201] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2000] [Indexed: 05/23/2023]
Abstract
We study synchronization regimes in a system of two coupled noisy excitable systems which exhibit excitability close to an Andronov bifurcation. The uncoupled system possesses three fixed points: a node, a saddle, and an unstable focus. We demonstrate that with an increase of coupling strength the system undergoes transitions from a desynchronous state to a train synchronization regime to a phase synchronization regime, and then to a complete synchronization regime. Train synchronization is a consequence of the existence of a saddle in the phase space. The mechanism of transitions in coupled noisy excitable systems is different from that in coupled phase-coherent chaotic systems.
Collapse
Affiliation(s)
- B Hu
- Department of Physics and Center for Nonlinear Studies, Hong Kong Baptist University, Hong Kong, China
| | | |
Collapse
|