Boris Gutkin

According to our database, Boris Gutkin authored at least 51 papers between 1996 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Dynamical manifold dimensionality as characterization measure of chimera states in bursting neuronal networks.

Olesia Dogonasheva, Daniil Radushev, Boris Gutkin, Denis G. Zakharov

Commun. Nonlinear Sci. Numer. Simul., 2025

2024

Modelling crypto markets by multi-agent reinforcement learning.

Johann Lussange, Stefano Vrizzi, Stefano Palminteri, Boris Gutkin

CoRR, 2024

Continuous Time Continuous Space Homeostatic Reinforcement Learning (CTCS-HRRL) : Towards Biological Self-Autonomous Agent.

Hugo Laurençon, Yesoda Bhargava, Riddhi Zantye, Charbel-Raphaël Ségerie, Johann Lussange, Veeky Baths, Boris Gutkin

CoRR, 2024

2023

Spikebench: An open benchmark for spike train time-series classification.

Ivan Lazarevich, Ilya Prokin, Boris Gutkin, Victor B. Kazantsev

PLoS Comput. Biol., January, 2023

2022

A framework for macroscopic phase-resetting curves for generalised spiking neural networks.

Grégory Dumont, Alberto Pérez-Cervera, Boris S. Gutkin

PLoS Comput. Biol., 2022

Phase response approaches to neural activity models with distributed delay.

Marius Winkler, Grégory Dumont, Eckehard Schöll, Boris S. Gutkin

Biol. Cybern., 2022

2021

Efficient and robust coding in heterogeneous recurrent networks.

Fleur Zeldenrust, Boris S. Gutkin, Sophie Denève

PLoS Comput. Biol., 2021

Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents.

Hugo Laurençon, Charbel-Raphaël Ségerie, Johann Lussange, Boris S. Gutkin

CoRR, 2021

2020

Concomitance of inverse stochastic resonance and stochastic resonance in a minimal bistable spiking neural circuit.

AmirPasha Zamani, Nikita Novikov, Boris S. Gutkin

Commun. Nonlinear Sci. Numer. Simul., 2020

Modeling dopaminergic modulation of clustered gamma rhythms.

Denis G. Zakharov, Martin Krupa, Boris S. Gutkin

Commun. Nonlinear Sci. Numer. Simul., 2020

Learning and Cognition in Financial Markets: A Paradigm Shift for Agent-Based Models.

Johann Lussange, Alexis Belianin, Sacha Bourgeois-Gironde, Boris S. Gutkin

Proceedings of the Intelligent Systems and Applications, 2020

2019

Macroscopic phase resetting-curves determine oscillatory coherence and signal transfer in inter-coupled neural circuits.

Grégory Dumont, Boris S. Gutkin

PLoS Comput. Biol., 2019

2018

Generalized Cross-Frequency Decomposition: A Method for the Extraction of Neuronal Components Coupled at Different Frequencies.

Denis Volk, Igor Dubinin, Alexandra Myasnikova, Boris S. Gutkin, Vadim V. Nikulin

Frontiers Neuroinformatics, 2018

2017

Sensory noise predicts divisive reshaping of receptive fields.

Matthew Chalk, Paul Masset, Sophie Denève, Boris S. Gutkin

PLoS Comput. Biol., 2017

Estimating the Information Extracted by a Single Spiking Neuron from a Continuous Input Time Series.

Fleur Zeldenrust, Sicco de Knecht, Wytse J. Wadman, Sophie Denève, Boris S. Gutkin

Frontiers Comput. Neurosci., 2017

2016

Dopamine Neurons Change the Type of Excitability in Response to Stimuli.

Ekaterina O. Morozova, Denis G. Zakharov, Boris S. Gutkin, Christopher C. Lapish, Alexey Kuznetsov

PLoS Comput. Biol., 2016

Inverse Stochastic Resonance in Cerebellar Purkinje Cells.

Anatoly Buchin, Sarah Rieubland, Michael Häusser, Boris S. Gutkin, Arnd Roth

PLoS Comput. Biol., 2016

Synergy of AMPA and NMDA Receptor Currents in Dopaminergic Neurons: A Modeling Study.

Denis G. Zakharov, Christopher C. Lapish, Boris S. Gutkin, Alexey Kuznetsov

Frontiers Comput. Neurosci., 2016

2015

Mechanisms for multiple activity modes of VTA dopamine neurons.

Andrew Oster, Boris S. Gutkin, Philippe Faure

Frontiers Comput. Neurosci., 2015

2014

Dopaminergic Cell Models.

Alexey Kuznetsov, Boris S. Gutkin

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Theta-Neuron Model.

Boris S. Gutkin

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Spike frequency adaptation.

Boris S. Gutkin, Fleur Zeldenrust

Scholarpedia, 2014

Adaptation and shunting inhibition leads to pyramidal/interneuron gamma with sparse firing of pyramidal cells.

Martin Krupa, Stan C. A. M. Gielen, Boris S. Gutkin

J. Comput. Neurosci., 2014

2013

Endogenous Cholinergic Inputs and Local Circuit Mechanisms Govern the Phasic Mesolimbic Dopamine Response to Nicotine.

Michael Graupner, Reinoud Maex, Boris S. Gutkin

PLoS Comput. Biol., 2013

Passive Dendrites Enable Single Neurons to Compute Linearly Non-separable Functions.

Romain Daniel Cazé, Mark D. Humphries, Boris S. Gutkin

PLoS Comput. Biol., 2013

Correlations in background activity control persistent state stability and allow execution of working memory tasks.

Mario Dipoppa, Boris S. Gutkin

Frontiers Comput. Neurosci., 2013

2012

Splay States in Finite Pulse-Coupled Networks of Excitable Neurons.

Mario Dipoppa, Martin Krupa, Alessandro Torcini, Boris S. Gutkin

SIAM J. Appl. Dyn. Syst., 2012

Spiking and saturating dendrites differentially expand single neuron computation capacity.

Romain Daniel Cazé, Mark D. Humphries, Boris S. Gutkin

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Spike-Timing Dependent Plasticity and Feed-Forward Input Oscillations Produce Precise and Invariant Spike Phase-Locking.

Lyle Muller, Romain Brette, Boris S. Gutkin

Frontiers Comput. Neurosci., 2011

A Reinforcement Learning Theory for Homeostatic Regulation.

Mehdi Keramati, Boris S. Gutkin

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2009

The Role of Ongoing Dendritic Oscillations in Single-Neuron Dynamics.

Michiel W. H. Remme, Máté Lengyel, Boris S. Gutkin

PLoS Comput. Biol., 2009

The effects of cholinergic neuromodulation on neuronal phase-response curves of modeled cortical neurons.

Klaus M. Stiefel, Boris S. Gutkin, Terrence J. Sejnowski

J. Comput. Neurosci., 2009

Computational disease modeling - fact or fiction?

Jesper Tegnér, Albert Compte, Charles Auffray, Gary An, Gunnar Cedersund, Gilles Clermont, Boris S. Gutkin, Zoltán N. Oltvai, Klaas Enno Stephan, Randy Thomas, Pablo Villoslada

BMC Syst. Biol., 2009

2008

Random perturbations of spiking activity in a pair of coupled neurons.

Boris S. Gutkin, Jürgen Jost, Henry C. Tuckwell

Theory Biosci., 2008

2007

Synchrony of Neuronal Oscillations Controlled by GABAergic Reversal Potentials.

Ho Young Jeong, Boris S. Gutkin

Neural Comput., 2007

2006

Dopamine modulation in the basal ganglia locks the gate to working memory.

Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla

J. Comput. Neurosci., 2006

2005

Phase Dependent Sign Changes of GABAergic Synaptic Input Explored <i>In-Silicio</i> and <i>In-Vitro</i>.

Klaus M. Stiefel, Valérie Wespatat, Boris S. Gutkin, Frank Tennigkeit, Wolf Singer

J. Comput. Neurosci., 2005

Guest Editorial.

Eugene M. Izhikevich, Boris S. Gutkin

J. Comput. Neurosci., 2005

Study on the role of GABAergic synapses in synchronization.

Ho Young Jeong, Boris S. Gutkin

Neurocomputing, 2005

2004

Noise delays onset of sustained firing in a minimal model of persistent activity.

Boris S. Gutkin, Tim A. Hely, Jürgen Jost

Neurocomputing, 2004

2003

Spike Generating Dynamics and the Conditions for Spike-Time Precision in Cortical Neurons.

Boris S. Gutkin, Bard Ermentrout, Michael Rudolph

J. Comput. Neurosci., 2003

Dopamine Modulation in a Basal Ganglio-cortical Network Implements Saliency-based Gating of Working Memory.

Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

Multiple Bumps in a Neuronal Model of Working Memory.

Boris S. Gutkin, Carlo R. Laing, Bard Ermentrout, William C. Troy

SIAM J. Appl. Math., 2002

2001

The Effects of Spike Frequency Adaptation and Negative Feedback on the Synchronization of Neural Oscillators.

Bard Ermentrout, Matthew Pascal, Boris S. Gutkin

Neural Comput., 2001

Turning On and Off with Excitation: The Role of Spike-Timing Asynchrony and Synchrony in Sustained Neural Activity.

Boris S. Gutkin, Carlo R. Laing, Carol L. Colby, Carson C. Chow, Bard Ermentrout

J. Comput. Neurosci., 2001

2000

Layer 3 patchy recurrent excitatory connections may determine the spatial organization of sustained activity in the primate prefrontal cortex.

Boris S. Gutkin, Bard Ermentrout, Joseph O'Sullivan

Neurocomputing, 2000

Conditions for noise reduction and stable encoding of spatial structure by cortical neural networks.

Boris S. Gutkin, Charles E. Smith

Biol. Cybern., 2000

1999

A minimal model for metabotropic modulation of fast synaptic transmission and firing properties in bullfrog sympathetic B neurons.

Hermann Schobesberger, Boris S. Gutkin, John P. Horn

Neurocomputing, 1999

Effects of dopaminergic modulation of persistent sodium currents on the excitability of prefrontal cortical neurons: A computational study.

Jim G. Dilmore, Boris S. Gutkin, Bard Ermentrout

Neurocomputing, 1999

1998

Dynamics of Membrane Excitability Determine Inter-Spike Interval Variability: A Link Between Spike Generation Mechanisms and Cortical Spike Train Statistics.

Boris S. Gutkin, Bard Ermentrout

Neural Comput., 1998

1996

Stable encoding of spatial structure by a recurrent neural network in the presence of noisy data.

Boris S. Gutkin, Charles E. Smith

Proceedings of International Conference on Neural Networks (ICNN'96), 1996