Nicolas Brunel

Orcid: 0000-0002-2272-3248

According to our database1, Nicolas Brunel authored at least 47 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Attractor neural networks with double well synapses.
PLoS Comput. Biol., February, 2024

2023
Bayesian reconstruction of memories stored in neural networks from their connectivity.
PLoS Comput. Biol., January, 2023

2022
Non-monotonic effects of GABAergic synaptic inputs on neuronal firing.
PLoS Comput. Biol., 2022

2020
Response nonlinearities in networks of spiking neurons.
PLoS Comput. Biol., 2020

2019
Unsupervised Learning of Persistent and Sequential Activity.
Frontiers Comput. Neurosci., 2019

2016
Storing structured sparse memories in a multi-modular cortical network model.
J. Comput. Neurosci., 2016

2015
Modulation of Network Excitability by Persistent Activity: How Working Memory Affects the Response to Incoming Stimuli.
PLoS Comput. Biol., 2015

A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks.
PLoS Comput. Biol., 2015

2014
Population Density Models.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Fokker-Planck Equation.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Memory Maintenance in Synapses with Calcium-Based Plasticity in the Presence of Background Activity.
PLoS Comput. Biol., 2014

Memory Capacity of Networks with Stochastic Binary Synapses.
PLoS Comput. Biol., 2014

Erratum to: Effects of neuromodulation in a cortical network model of object working memory dominated by recurrent inhibition.
J. Comput. Neurosci., 2014

Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise.
Frontiers Comput. Neurosci., 2014

2013
Optimal Properties of Analog Perceptrons with Excitatory Weights.
PLoS Comput. Biol., 2013

2012
Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models.
PLoS Comput. Biol., 2012

2011
From Spiking Neuron Models to Linear-Nonlinear Models.
PLoS Comput. Biol., 2011

Dynamics of Networks of Excitatory and Inhibitory Neurons in Response to Time-Dependent Inputs.
Frontiers Comput. Neurosci., 2011

2010
Modeling and Unsupervised Classification of Multivariate Hidden Markov Chains With Copulas.
IEEE Trans. Autom. Control., 2010

Understanding the relationships between spike rate and delta/gamma frequency bands of LFPs and EEGs using a local cortical network model.
NeuroImage, 2010

Mechanisms of induction and maintenance of spike-timing dependent plasticity in biophysical synapse models.
Frontiers Comput. Neurosci., 2010

Flow-Based Bayesian Estimation of Nonlinear Differential Equations for Modeling Biological Networks.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

2009
Neuronal Dynamics.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Semantic Priming in a Cortical Network Model.
J. Cogn. Neurosci., 2009

Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities.
J. Comput. Neurosci., 2009

2008
Encoding of Naturalistic Stimuli by Local Field Potential Spectra in Networks of Excitatory and Inhibitory Neurons.
PLoS Comput. Biol., 2008

2007
Efficient supervised learning in networks with binary synapses.
Proc. Natl. Acad. Sci. USA, 2007

STDP in a Bistable Synapse Model Based on CaMKII and Associated Signaling Pathways.
PLoS Comput. Biol., 2007

Irregular persistent activity induced by synaptic excitatory feedback.
Frontiers Comput. Neurosci., 2007

Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference.
Bioinform., 2007

Quantitative investigations of electrical nerve excitation treated as polarization: Louis Lapicque 1907 · Translated by.
Biol. Cybern., 2007

Lapicque's 1907 paper: from frogs to integrate-and-fire.
Biol. Cybern., 2007

2006
How Noise Affects the Synchronization Properties of Recurrent Networks of Inhibitory Neurons.
Neural Comput., 2006

2005
Unsupervised signal restoration using hidden Markov chains with copulas.
Signal Process., 2005

Dynamics of the Instantaneous Firing Rate in Response to Changes in Input Statistics.
J. Comput. Neurosci., 2005

A Continuous Attractor Network Model Without Recurrent Excitation: Maintenance and Integration in the Head Direction Cell System.
J. Comput. Neurosci., 2005

Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2003
Firing Rate of the Noisy Quadratic Integrate-and-Fire Neuron.
Neural Comput., 2003

2002
Dynamics of the Firing Probability of Noisy Integrate-and-Fire Neurons.
Neural Comput., 2002

2001
Effects of Neuromodulation in a Cortical Network Model of Object Working Memory Dominated by Recurrent Inhibition.
J. Comput. Neurosci., 2001

2000
Dynamics of Sparsely Connected Networks of Excitatory and Inhibitory Spiking Neurons.
J. Comput. Neurosci., 2000

Phase diagrams of sparsely connected networks of excitatory and inhibitory spiking neurons.
Neurocomputing, 2000

1999
Fast Global Oscillations in Networks of Integrate-and-Fire Neurons with Low Firing Rates.
Neural Comput., 1999

1998
Mutual Information, Fisher Information and Population Coding.
Neural Comput., 1998

1997
Cross-Correlations in Sparsely Connected Recurrent Networks of Spiking Neurons.
Proceedings of the Artificial Neural Networks, 1997

Optimal tuning curves for neurons spiking as a Poisson process.
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1996
Hebbian Learning of Context in Recurrent Neural Networks.
Neural Comput., 1996


  Loading...