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Chernyshev BV, Pultsina KI, Tretyakova VD, Miasnikova AS, Prokofyev AO, Kozunova GL, Stroganova TA. Losses resulting from deliberate exploration trigger beta oscillations in frontal cortex. Front Neurosci 2023; 17:1152926. [PMID: 37250414 PMCID: PMC10211346 DOI: 10.3389/fnins.2023.1152926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 04/24/2023] [Indexed: 05/31/2023] Open
Abstract
We examined the neural signature of directed exploration by contrasting MEG beta (16-30 Hz) power changes between disadvantageous and advantageous choices in the two-choice probabilistic reward task. We analyzed the choices made after the participants have learned the probabilistic contingency between choices and their outcomes, i.e., acquired the inner model of choice values. Therefore, rare disadvantageous choices might serve explorative, environment-probing purposes. The study brought two main findings. Firstly, decision making leading to disadvantageous choices took more time and evidenced greater large-scale suppression of beta oscillations than its advantageous alternative. Additional neural resources recruited during disadvantageous decisions strongly suggest their deliberately explorative nature. Secondly, an outcome of disadvantageous and advantageous choices had qualitatively different impact on feedback-related beta oscillations. After the disadvantageous choices, only losses-but not gains-were followed by late beta synchronization in frontal cortex. Our results are consistent with the role of frontal beta oscillations in the stabilization of neural representations for selected behavioral rule when explorative strategy conflicts with value-based behavior. Punishment for explorative choice being congruent with its low value in the reward history is more likely to strengthen, through punishment-related beta oscillations, the representation of exploitative choices consistent with the inner utility model.
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Affiliation(s)
- Boris V. Chernyshev
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
- Department of Higher Nervous Activity, Lomonosov Moscow State University, Moscow, Russia
- Department of Psychology, Higher School of Economics, Moscow, Russia
| | - Kristina I. Pultsina
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Vera D. Tretyakova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Aleksandra S. Miasnikova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Andrey O. Prokofyev
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Galina L. Kozunova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Tatiana A. Stroganova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
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Pavlova A, Tyulenev N, Tretyakova V, Skavronskaya V, Nikolaeva A, Prokofyev A, Stroganova T, Chernyshev B. Learning of new associations invokes a major change in modulations of cortical beta oscillations in human adults. Psychophysiology 2023:e14284. [PMID: 36906906 DOI: 10.1111/psyp.14284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 01/21/2023] [Accepted: 02/18/2023] [Indexed: 03/13/2023]
Abstract
Large-scale cortical beta (β) oscillations were implicated in the learning processes, but their exact role is debated. We used MEG to explore the dynamics of movement-related β-oscillations while 22 adults learned, through trial and error, novel associations between four auditory pseudowords and movements of four limbs. As learning proceeded, spatial-temporal characteristics of β-oscillations accompanying cue-triggered movements underwent a major transition. Early in learning, widespread suppression of β-power occurred long before movement initiation and sustained throughout the whole behavioral trial. When learning advanced and performance reached asymptote, β-suppression after the initiation of correct motor response was replaced by a rise in β-power mainly in the prefrontal and medial temporal regions of the left hemisphere. This post-decision β-power predicted trial-by-trial response times (RT) at both stages of learning (before and after the rules become familiar), but with different signs of interaction. When a subject just started to acquire associative rules and gradually improved task performance, a decrease in RT correlated with the increase in the post-decision β-band power. When the participants implemented the already acquired rules, faster (more confident) responses were associated with the weaker post-decision β-band synchronization. Our findings suggest that maximal beta activity is pertinent to a distinct stage of learning and may serve to strengthen the newly learned association in a distributed memory network.
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Affiliation(s)
- Anna Pavlova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation.,Department of Psychology, HSE University, Moscow, Russian Federation
| | - Nikita Tyulenev
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Vera Tretyakova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Valeriya Skavronskaya
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Anastasia Nikolaeva
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Andrey Prokofyev
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Tatiana Stroganova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Boris Chernyshev
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russian Federation.,Department of Psychology, HSE University, Moscow, Russian Federation.,Department of Higher Nervous Activity, Lomonosov Moscow State University, Moscow, Russian Federation
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3
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Turriziani P, Chiaramonte G, Mangano GR, Bonaventura RE, Smirni D, Oliveri M. Improvement of phonemic fluency following leftward prism adaptation. Sci Rep 2021; 11:7313. [PMID: 33790347 PMCID: PMC8012568 DOI: 10.1038/s41598-021-86625-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Accepted: 03/15/2021] [Indexed: 11/19/2022] Open
Abstract
Anatomo functional studies of prism adaptation (PA) have been shown to modulate a brain frontal-parieto-temporal network, increasing activation of this network in the hemisphere ipsilateral to the side of prism deviation. This effect raises the hypothesis that left prism adaptation, modulating frontal areas of the left hemisphere, could modify subjects’ performance on linguistic tasks that map on those areas. To test this hypothesis, 51 healthy subjects participated in experiments in which leftward or rightward prism adaptation were applied before the execution of a phonemic fluency task, i.e., a task with strict left hemispheric lateralization onto frontal areas. Results showed that leftward PA significantly increased the number of words produced whereas rightward PA did not significantly modulate phonemic fluency. The present findings document modulation of a language ability following prism adaptation. The results could have a huge clinical impact in neurological populations, opening new strategies of intervention for language and executive dysfunctions.
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Affiliation(s)
- Patrizia Turriziani
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Viale delle Scienze, Ed. 15, 90128, Palermo, Italy.,NeuroTeam Life and Science, Palermo, Italy
| | - Gabriele Chiaramonte
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Viale delle Scienze, Ed. 15, 90128, Palermo, Italy
| | - Giuseppa Renata Mangano
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Viale delle Scienze, Ed. 15, 90128, Palermo, Italy.,NeuroTeam Life and Science, Palermo, Italy
| | - Rosario Emanuele Bonaventura
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Viale delle Scienze, Ed. 15, 90128, Palermo, Italy
| | - Daniela Smirni
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Viale delle Scienze, Ed. 15, 90128, Palermo, Italy
| | - Massimiliano Oliveri
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Viale delle Scienze, Ed. 15, 90128, Palermo, Italy. .,NeuroTeam Life and Science, Palermo, Italy.
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Scaltritti M, Job R, Alario FX, Sulpizio S. On the Boundaries between Decision and Action: Effector-selective Lateralization of Beta-frequency Power Is Modulated by the Lexical Frequency of Printed Words. J Cogn Neurosci 2020; 32:2131-2144. [PMID: 32662730 DOI: 10.1162/jocn_a_01606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Current computational and neuroscientific models of decision-making posit a discrete, serial processing distinction between upstream decisional stages and downstream processes of motor-response implementation. We investigated this framework in the context of two-alternative forced-choice tasks on linguistic stimuli, words and pseudowords. In two experiments, we assessed the impact of lexical frequency and action semantics on two effector-selective EEG indexes of motor-response activation: the lateralized readiness potential and the lateralization of beta-frequency power. This allowed us to track potentially continuous streams of processing progressively mapping the evaluation of linguistic stimuli onto corresponding response channels. Whereas action semantics showed no influence on EEG indexes of motor-response activation, lexical frequency affected the lateralization of response-locked beta-frequency power. We argue that these observations point toward a continuity between linguistic processing of word input stimuli and implementation of corresponding choice in terms of motor behavior. This interpretation challenges the commonly held assumption of a discrete processing distinction between decisional and motor-response processes in the context of decisions based on symbolic stimuli.
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Affiliation(s)
- Michele Scaltritti
- Università degli Studi di Trento, Italy.,Fondazione Marica De Vincenzi, ONLUS, Trento, Italy
| | - Remo Job
- Università degli Studi di Trento, Italy.,Fondazione Marica De Vincenzi, ONLUS, Trento, Italy
| | - F-Xavier Alario
- Aix-Marseille University, CNRS, LPC, France.,University of Pittsburgh
| | - Simone Sulpizio
- Università Vita-Salute San Raffaele, Milan, Italy.,Università degli Studi di Milano-Bicocca, Italy
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Neural theta oscillations support semantic memory retrieval. Sci Rep 2019; 9:17667. [PMID: 31776375 PMCID: PMC6881370 DOI: 10.1038/s41598-019-53813-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 11/05/2019] [Indexed: 11/08/2022] Open
Abstract
Lexical-semantic retrieval emerges through the interactions of distributed prefrontal and perisylvian brain networks. Growing evidence suggests that synchronous theta band neural oscillations might play a role in this process, yet, their functional significance remains elusive. Here, we used transcranial alternating current stimulation to induce exogenous theta oscillations at 6 Hz (θ-tACS) over left prefrontal and posterior perisylvian cortex with a 180° (anti-phase) and 0° (in-phase) relative phase difference while participants performed automatic and controlled retrieval tasks. We demonstrate that θ-tACS significantly modulated the retrieval performance and its effects were both task- and phase-specific: the in-phase tACS impaired controlled retrieval, whereas the anti-phase tACS improved controlled but impaired automatic retrieval. These findings indicate that theta band oscillatory brain activity supports binding of semantically related representations via a phase-dependent modulation of semantic activation or maintenance.
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Pavlova AA, Butorina AV, Nikolaeva AY, Prokofyev AO, Ulanov MA, Bondarev DP, Stroganova TA. Effortful verb retrieval from semantic memory drives beta suppression in mesial frontal regions involved in action initiation. Hum Brain Mapp 2019; 40:3669-3681. [PMID: 31077488 DOI: 10.1002/hbm.24624] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 03/29/2019] [Accepted: 04/29/2019] [Indexed: 11/09/2022] Open
Abstract
The contribution of the motor cortex to the semantic retrieval of verbs remains a subject of debate in neuroscience. Here, we examined whether additional engagement of the cortical motor system was required when access to verbs semantics was hindered during a verb generation task. We asked participants to produce verbs related to presented noun cues that were either strongly associated with a single verb to prompt fast and effortless verb retrieval, or were weakly associated with multiple verbs and more difficult to respond to. Using power suppression of magnetoencephalography beta oscillations (15-30 Hz) as an index of cortical activation, we performed a whole-brain analysis in order to identify the cortical regions sensitive to the difficulty of verb semantic retrieval. Highly reliable suppression of beta oscillations occurred 250 ms after the noun cue presentation and was sustained until the onset of verbal response. This was localized to multiple cortical regions, mainly in the temporal and frontal lobes of the left hemisphere. Crucially, the only cortical regions where beta suppression was sensitive to the task difficulty, were the higher order motor areas on the medial and lateral surfaces of the frontal lobe. Stronger activation of the premotor cortex and supplementary motor area accompanied the effortful verb retrieval and preceded the preparation of verbal responses for more than 500 ms, thus, overlapping with the time window of verb retrieval from semantic memory. Our results suggest that reactivation of verb-related motor plans in higher order motor circuitry promotes the semantic retrieval of target verbs.
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Affiliation(s)
- Anna A Pavlova
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation.,School of Psychology, Faculty of Social Sciences, National Research University Higher School of Economics, Moscow, Russian Federation
| | - Anna V Butorina
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Anastasia Y Nikolaeva
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Andrey O Prokofyev
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation
| | - Maxim A Ulanov
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation.,Centre for Cognition and Decision making, National Research University Higher School of Economics, Moscow, Russian Federation
| | - Denis P Bondarev
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation.,Kurchatov Complex of NBICS Nature-Like Technologies, National Research Center "Kurchatov Institute", Moscow, Russian Federation
| | - Tatiana A Stroganova
- MEG-Center, Moscow State University of Psychology and Education, Moscow, Russian Federation
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