Lista de obras - Nicolas Brunel - Dominio Público Uruguay

25th Annual Computational Neuroscience Meeting: CNS-2016

artículo científico publicado en 2016

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2.

artículo científico publicado en 2017

A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks ⬇️

artículo científico publicado en 2015

A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice.

artículo científico publicado en 2014

A continuous attractor network model without recurrent excitation: maintenance and integration in the head direction cell system

artículo científico publicado en 2005

Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise

artículo científico publicado en 2014

Bistability and up/down state alternations in inhibition-dominated randomly connected networks of LIF neurons

artículo científico publicado en 2017

Burst-Dependent Bidirectional Plasticity in the Cerebellum Is Driven by Presynaptic NMDA Receptors

artículo científico publicado en 2016

Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location ⬇️

artículo científico publicado el 22 de febrero de 2012

Can attractor network models account for the statistics of firing during persistent activity in prefrontal cortex?

artículo científico publicado en 2008

Cerebellar learning using perturbations

artículo científico publicado en 2018

Characteristics of sequential activity in networks with temporally asymmetric Hebbian learning

artículo científico publicado en 2020

Contributions of intrinsic membrane dynamics to fast network oscillations with irregular neuronal discharges

artículo científico publicado en 2005

Correlations between synapses in pairs of neurons slow down dynamics in randomly connected neural networks

artículo científico publicado en 2018

Cortical dynamics during naturalistic sensory stimulations: experiments and models

artículo científico publicado en 2011

Coupled ripple oscillations between the medial temporal lobe and neocortex retrieve human memory

artículo científico publicado en 2019

Daniel Amit (1938-2007).

artículo científico publicado en 2008

Dynamics and plasticity of stimulus-selective persistent activity in cortical network models

artículo científico publicado en 2003

Dynamics of networks of excitatory and inhibitory neurons in response to time-dependent inputs

artículo científico publicado en 2011

Dynamics of the firing probability of noisy integrate-and-fire neurons

artículo científico publicado en 2002

Dynamics of the instantaneous firing rate in response to changes in input statistics

artículo científico publicado en 2005

Efficient supervised learning in networks with binary synapses

artículo científico publicado en 2007

Efficient supervised learning in networks with binary synapses

Electrical coupling mediates tunable low-frequency oscillations and resonance in the cerebellar Golgi cell network.

artículo científico publicado en 2009

Encoding of naturalistic stimuli by local field potential spectra in networks of excitatory and inhibitory neurons

artículo científico publicado en 2008

Estimating network parameters from combined dynamics of firing rate and irregularity of single neurons

artículo científico publicado en 2010

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

artículo científico publicado en 2007

Firing Frequency of Leaky Intergrate-and-fire Neurons with Synaptic Current Dynamics ⬇️

artículo científico publicado el 7 de noviembre de 1998

Firing Rate of the Noisy Quadratic Integrate-and-Fire Neuron ⬇️

artículo científico publicado el 1 de octubre de 2003

Firing-rate resonance in a generalized integrate-and-fire neuron with subthreshold resonance

artículo científico publicado en 2003

From spiking neuron models to linear-nonlinear models

artículo científico publicado en 2011

From subthreshold to firing-rate resonance

artículo científico publicado en 2002

Hebbian learning of context in recurrent neural networks

artículo científico publicado en 1996

High-frequency organization and synchrony of activity in the purkinje cell layer of the cerebellum

artículo científico publicado en 2008

How connectivity, background activity, and synaptic properties shape the cross-correlation between spike trains

artículo científico publicado en 2009

How noise affects the synchronization properties of recurrent networks of inhibitory neurons

artículo científico publicado en 2006

How spike generation mechanisms determine the neuronal response to fluctuating inputs.

artículo científico publicado en 2003

Induction and binary expression of LTP/LTD in a minimal model of the CaMKII system.

artículo científico publicado en 2007

Inferring learning rules from distributions of firing rates in cortical neurons

artículo científico publicado en 2015

Inhibition stabilization is a widespread property of cortical networks

artículo científico publicado en 2020

Irregular persistent activity induced by synaptic excitatory feedback

artículo científico publicado en 2007

Irregular persistent activity induced by synaptic excitatory feedback.

artículo científico publicado en 2007

Is cortical connectivity optimized for storing information?

artículo científico publicado en 2016

Lapicque's 1907 paper: from frogs to integrate-and-fire

artículo científico publicado en 2007

Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit

artículo científico publicado en 2016

Mechanisms of induction and maintenance of spike-timing dependent plasticity in biophysical synapse models

artículo científico publicado en 2010

Memory capacity of networks with stochastic binary synapses

artículo científico publicado en 2014

Memory capacity of networks with stochastic binary synapses

Memory maintenance in calcium-based plastic synapses in the presence of background activity.

artículo científico publicado en 2013

Memory maintenance in synapses with calcium-based plasticity in the presence of background activity

artículo científico publicado en 2014

Modeling memory: what do we learn from attractor neural networks? ⬇️

artículo científico publicado el 1 de febrero de 1998

Modulation of Synaptic Plasticity by Glutamatergic Gliotransmission: A Modeling Study ⬇️

artículo científico publicado en 2016

Modulation of network excitability by persistent activity: how working memory affects the response to incoming stimuli

artículo científico publicado en 2015

Neuronal morphology generates high-frequency firing resonance.

artículo científico publicado en 2015

Neuroscience and computation

artículo científico publicado en 2003

Non-monotonic effects of GABAergic synaptic inputs on neuronal firing

artículo científico publicado en 2022

On the distribution of firing rates in networks of cortical neurons.

artículo científico publicado en 2011

On the relationship between persistent delay activity, repetition enhancement and priming

artículo científico publicado en 2014

Optimal information storage and the distribution of synaptic weights: perceptron versus Purkinje cell

artículo científico publicado en 2004

Optimal properties of analog perceptrons with excitatory weights

artículo científico publicado en 2013

Repetition suppression/enhancement effects as a result of attractor dynamics in local cortical networks

artículo científico publicado en 2013

Response nonlinearities in networks of spiking neurons

artículo científico publicado en 2020

Retrospective and prospective persistent activity induced by Hebbian learning in a recurrent cortical network

artículo científico publicado en 2003

Role of delays in shaping spatiotemporal dynamics of neuronal activity in large networks

artículo científico publicado en 2005

STDP in a bistable synapse model based on CaMKII and associated signaling pathways

artículo científico publicado en 2007

Semantic priming in a cortical network model

artículo científico

Sensory neural codes using multiplexed temporal scales

artículo científico publicado en 2010

Single neuron dynamics and computation

artículo científico

Slow stochastic Hebbian learning of classes of stimuli in a recurrent neural network

artículo científico publicado en 1998

Sparsely synchronized neuronal oscillations

artículo científico publicado en 2008

Stimulus dependence of local field potential spectra: experiment versus theory.

artículo científico publicado en 2014

Storage of correlated patterns in standard and bistable Purkinje cell models

artículo científico publicado en 2012

Storing structured sparse memories in a multi-modular cortical network model

artículo científico publicado en 2016

Synaptic plasticity rules with physiological calcium levels

artículo científico publicado en 2020

Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities

artículo científico publicado en 2008

The statistics of repeating patterns of cortical activity can be reproduced by a model network of stochastic binary neurons.

artículo científico publicado en 2008

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

artículo científico publicado en 2009

Very long transients, irregular firing, and chaotic dynamics in networks of randomly connected inhibitory integrate-and-fire neurons

artículo científico publicado en 2009

What can we learn from synaptic weight distributions?

artículo científico publicado en 2007

What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balance

artículo científico publicado en 2003

Lista de obras de Nicolas Brunel

25th Annual Computational Neuroscience Meeting: CNS-2016

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2.

A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks ⬇️

A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice.

A continuous attractor network model without recurrent excitation: maintenance and integration in the head direction cell system

Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise

Bistability and up/down state alternations in inhibition-dominated randomly connected networks of LIF neurons

Burst-Dependent Bidirectional Plasticity in the Cerebellum Is Driven by Presynaptic NMDA Receptors

Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location ⬇️

Can attractor network models account for the statistics of firing during persistent activity in prefrontal cortex?

Cerebellar learning using perturbations

Characteristics of sequential activity in networks with temporally asymmetric Hebbian learning

Contributions of intrinsic membrane dynamics to fast network oscillations with irregular neuronal discharges

Correlations between synapses in pairs of neurons slow down dynamics in randomly connected neural networks

Cortical dynamics during naturalistic sensory stimulations: experiments and models

Coupled ripple oscillations between the medial temporal lobe and neocortex retrieve human memory

Daniel Amit (1938-2007).

Dynamics and plasticity of stimulus-selective persistent activity in cortical network models

Dynamics of networks of excitatory and inhibitory neurons in response to time-dependent inputs

Dynamics of the firing probability of noisy integrate-and-fire neurons

Dynamics of the instantaneous firing rate in response to changes in input statistics

Efficient supervised learning in networks with binary synapses

Efficient supervised learning in networks with binary synapses

Electrical coupling mediates tunable low-frequency oscillations and resonance in the cerebellar Golgi cell network.

Encoding of naturalistic stimuli by local field potential spectra in networks of excitatory and inhibitory neurons

Estimating network parameters from combined dynamics of firing rate and irregularity of single neurons

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

Firing Frequency of Leaky Intergrate-and-fire Neurons with Synaptic Current Dynamics ⬇️

Firing Rate of the Noisy Quadratic Integrate-and-Fire Neuron ⬇️

Firing-rate resonance in a generalized integrate-and-fire neuron with subthreshold resonance

From spiking neuron models to linear-nonlinear models

From subthreshold to firing-rate resonance

Hebbian learning of context in recurrent neural networks

High-frequency organization and synchrony of activity in the purkinje cell layer of the cerebellum

How connectivity, background activity, and synaptic properties shape the cross-correlation between spike trains

How noise affects the synchronization properties of recurrent networks of inhibitory neurons

How spike generation mechanisms determine the neuronal response to fluctuating inputs.

Induction and binary expression of LTP/LTD in a minimal model of the CaMKII system.

Inferring learning rules from distributions of firing rates in cortical neurons

Inhibition stabilization is a widespread property of cortical networks

Irregular persistent activity induced by synaptic excitatory feedback

Irregular persistent activity induced by synaptic excitatory feedback.

Is cortical connectivity optimized for storing information?

Lapicque's 1907 paper: from frogs to integrate-and-fire

Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit

Mechanisms of induction and maintenance of spike-timing dependent plasticity in biophysical synapse models

Memory capacity of networks with stochastic binary synapses

Memory capacity of networks with stochastic binary synapses

Memory maintenance in calcium-based plastic synapses in the presence of background activity.

Memory maintenance in synapses with calcium-based plasticity in the presence of background activity

Modeling memory: what do we learn from attractor neural networks? ⬇️

Modulation of Synaptic Plasticity by Glutamatergic Gliotransmission: A Modeling Study ⬇️

Modulation of network excitability by persistent activity: how working memory affects the response to incoming stimuli

Neuronal morphology generates high-frequency firing resonance.

Neuroscience and computation

Non-monotonic effects of GABAergic synaptic inputs on neuronal firing

On the distribution of firing rates in networks of cortical neurons.

On the relationship between persistent delay activity, repetition enhancement and priming

Optimal information storage and the distribution of synaptic weights: perceptron versus Purkinje cell

Optimal properties of analog perceptrons with excitatory weights

Repetition suppression/enhancement effects as a result of attractor dynamics in local cortical networks

Response nonlinearities in networks of spiking neurons

Retrospective and prospective persistent activity induced by Hebbian learning in a recurrent cortical network

Role of delays in shaping spatiotemporal dynamics of neuronal activity in large networks

STDP in a bistable synapse model based on CaMKII and associated signaling pathways

Semantic priming in a cortical network model

Sensory neural codes using multiplexed temporal scales

Single neuron dynamics and computation

Slow stochastic Hebbian learning of classes of stimuli in a recurrent neural network

Sparsely synchronized neuronal oscillations

Stimulus dependence of local field potential spectra: experiment versus theory.

Storage of correlated patterns in standard and bistable Purkinje cell models

Storing structured sparse memories in a multi-modular cortical network model

Synaptic plasticity rules with physiological calcium levels

Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities

The statistics of repeating patterns of cortical activity can be reproduced by a model network of stochastic binary neurons.

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

Very long transients, irregular firing, and chaotic dynamics in networks of randomly connected inhibitory integrate-and-fire neurons

What can we learn from synaptic weight distributions?