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Fang X, Tan Y, Zhang F, Duan S, Wang L. Transient Response and Firing Behaviors of Memristive Neuron Circuit. Front Neurosci 2022; 16:922086. [PMID: 35812218 PMCID: PMC9257141 DOI: 10.3389/fnins.2022.922086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 05/30/2022] [Indexed: 11/13/2022] Open
Abstract
The signal transmission mechanism of the Resistor-Capacitor (RC) circuit is similar to the intracellular and extracellular signal propagating mechanism of the neuron. Thus, the RC circuit can be utilized as the circuit model of the neuron cell membrane. However, resistors are electronic components with the fixed-resistance and have no memory properties. A memristor is a promising neuro-morphological electronic device with nonvolatile, switching, and nonlinear characteristics. First of all, we consider replacing the resistor in the RC neuron circuit with a memristor, which is named the Memristor-Capacitor (MC) circuit, then the MC neuron model is constructed. We compare the charging and discharging processes between the RC and MC neuron circuits. Secondly, two models are compared under the different external stimuli. Finally, the synchronous and asynchronous activities of the RC and MC neuron circuits are performed. Extensive experimental results suggest that the charging and discharging speed of the MC neuron circuit is faster than that of the RC neuron circuit. Given sufficient time and proper external stimuli, the RC and MC neuron circuits can produce the action potentials. The synchronous and asynchronous phenomena in the two neuron circuits reproduce nonlinear dynamic behaviors of the biological neurons.
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Affiliation(s)
- Xiaoyan Fang
- College of Artificial Intelligence, Southwest University, Chongqing, China
| | - Yao Tan
- Department of Big Data and Machine Learning, Chongqing University of Technology, Chongqing, China
| | - Fengqing Zhang
- College of Artificial Intelligence, Southwest University, Chongqing, China
| | - Shukai Duan
- College of Artificial Intelligence, Southwest University, Chongqing, China
| | - Lidan Wang
- College of Artificial Intelligence, Southwest University, Chongqing, China
- *Correspondence: Lidan Wang
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Volkov AG, Chua L. Cyclic voltammetry of volatile memristors in the Venus flytrap: short-term memory. FUNCTIONAL PLANT BIOLOGY : FPB 2021; 48:567-572. [PMID: 33423737 DOI: 10.1071/fp20379] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 12/15/2020] [Indexed: 06/12/2023]
Abstract
Plants have sensory, short-term and long-term memory. Possible candidates for memory in plants are memristors; resistors with memory. Memristors have been found in seeds, plants, flowers and fruits. The electrostimulation of plants by bipolar periodic waves can induce electrical responses with fingerprints of volatile or non-volatile memristors. Here, we show that the electrostimulation of the Venus flytrap (Dionaea muscipula Ellis) by unipolar sinusoidal or triangular periodic electrical trains induces electrical responses in plants with fingerprints of volatile memristors. The discovery of volatile generic memristors in plants opens new directions in the modelling and understanding of electrical phenomena in the plant kingdom.
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Affiliation(s)
- Alexander G Volkov
- Department of Chemistry, Oakwood University, Huntsville, AL 35896, USA; and Corresponding author.
| | - Leon Chua
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA
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Volana Randriamandimbisoa M, Manitra Nany Razafindralambo NA, Fakra D, Lucia Ravoajanahary D, Claude Gatina J, Jaffrezic-Renault N. Electrical response of plants to environmental stimuli: A short review and perspectives for meteorological applications. SENSORS INTERNATIONAL 2020. [DOI: 10.1016/j.sintl.2020.100053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Cold plasma poration and corrugation of pumpkin seed coats. Bioelectrochemistry 2019; 128:175-185. [DOI: 10.1016/j.bioelechem.2019.04.012] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 04/10/2019] [Accepted: 04/10/2019] [Indexed: 11/18/2022]
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Volkov AG, Nyasani EK. Sunpatiens compact hot coral: memristors in flowers. FUNCTIONAL PLANT BIOLOGY : FPB 2018; 45:222-227. [PMID: 32291036 DOI: 10.1071/fp16326] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 02/07/2017] [Indexed: 06/11/2023]
Abstract
Leon Chua postulated the theory of a memristor - a resistor with memory - in 1971, and the first solid-state memristor was built in 2008. Memristors exist in vivo as components of plasma membranes in plants, fruits, roots and seeds. A memristor is a nonlinear element; its current-voltage characteristic is similar to that of a Lissajous pattern. Here, we found memristors in flowers. Electrostimulation by bipolar periodic sinusoidal or triangular waves of an androecium, a spur, petals and a pedicel in Sunpatiens flowers induces hysteresis loops with a pinched point at low frequencies between 0.1mHz and 1mHz. At high frequencies, the pinched hysteresis loop transforms to a non-pinched hysteresis loop instead of a single line I=U/R for ideal memristors because the amplitude of electrical current depends on capacitance of a flower's tissue and electrodes, frequency and direction of scanning. The discovery of memristors in Sunpatiens (Impatiens spp.) creates a new direction in the modelling and understanding of electrophysiological phenomena in flowers.
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Affiliation(s)
- Alexander G Volkov
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd, Huntsville, AL 35896, USA
| | - Eunice K Nyasani
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd, Huntsville, AL 35896, USA
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Cyclic voltammetry of apple fruits: Memristors in vivo. Bioelectrochemistry 2016; 112:9-15. [DOI: 10.1016/j.bioelechem.2016.07.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 07/03/2016] [Accepted: 07/04/2016] [Indexed: 01/25/2023]
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Volkov AG, Nyasani EK, Tuckett C, Scott JM, Jackson MMZ, Greeman EA, Greenidge AS, Cohen DO, Volkova MI, Shtessel YB. Electrotonic potentials in Aloe vera L.: Effects of intercellular and external electrodes arrangement. Bioelectrochemistry 2016; 113:60-68. [PMID: 27756010 DOI: 10.1016/j.bioelechem.2016.10.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 10/07/2016] [Accepted: 10/10/2016] [Indexed: 01/24/2023]
Abstract
Electrostimulation of plants can induce plant movements, activation of ion channels, ion transport, gene expression, enzymatic systems activation, electrical signaling, plant-cell damage, enhanced wound healing, and influence plant growth. Here we found that electrical networks in plant tissues have electrical differentiators. The amplitude of electrical responses decreases along a leaf and increases by decreasing the distance between polarizing Pt-electrodes. Intercellular Ag/AgCl electrodes inserted in a leaf and extracellular Ag/AgCl electrodes attached to the leaf surface were used to detect the electrotonic potential propagation along a leaf of Aloe vera. There is a difference in duration and amplitude of electrical potentials measured by electrodes inserted in a leaf and those attached to a leaf's surface. If the external reference electrode is located in the soil near the root, it changes the amplitude and duration of electrotonic potentials due to existence of additional resistance, capacitance, ion channels and ion pumps in the root. The information gained from this study can be used to elucidate extracellular and intercellular communication in the form of electrical signals within plants.
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Affiliation(s)
- Alexander G Volkov
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA.
| | - Eunice K Nyasani
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Clayton Tuckett
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Jessenia M Scott
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Mariah M Z Jackson
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Esther A Greeman
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Ariane S Greenidge
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Devin O Cohen
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Maia I Volkova
- Department of Chemistry, Oakwood University, 7000 Adventist Blvd., Huntsville, AL 35896, USA
| | - Yuri B Shtessel
- Department of Electrical and Computer Engineering, University of Alabama in Huntsville, Huntsville, AL 35899, USA
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