List of works - Larry Abbott

A complex-valued firing-rate model that approximates the dynamics of spiking networks

scientific article

A computational model of motor neuron degeneration

scientific article published on 31 July 2014

A model of autocatalytic replication

scientific article published in January 1988

A new computational method for cable theory problems.

scientific article

A temporal basis for predicting the sensory consequences of motor commands in an electric fish

scientific article published on 16 February 2014

Activity Regulates the Incidence of Heteronymous Sensory-Motor Connections

scientific article published on 18 June 2015

Activity-dependent current distributions in model neurons

scientific article published in November 1994

Activity-dependent modification of inhibitory synapses in models of rhythmic neural networks

scientific article (publication date: March 2001)

Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity

scientific article published on 17 October 2017

Bayesian Sparse Regression Analysis Documents the Diversity of Spinal Inhibitory Interneurons

scientific article published on 2 March 2016

Beyond the edge of chaos: amplification and temporal integration by recurrent networks in the chaotic regime

scientific article published on 14 November 2011

Building functional networks of spiking model neurons

scientific article published on February 2016

Cascade models of synaptically stored memories

scientific article

Conceptual and technical advances define a key moment for theoretical neuroscience

scientific article published on February 2016

Drivers and modulators from push-pull and balanced synaptic input

scientific article

Dynamics of random neural networks with bistable units ⬇️

scientific article published on 16 December 2014

Encoding of muscle movement on two time scales by a sensory neuron that switches between spiking and bursting modes

scientific article published in November 1999

Equalization of synaptic efficacy by activity- and timing-dependent synaptic plasticity

scientific article

Extending the effects of spike-timing-dependent plasticity to behavioral timescales

scholarly article

Failure of averaging in the construction of a conductance-based neuron model

scientific article published in February 2002

From fixed points to chaos: three models of delayed discrimination

scientific article published on 21 February 2013

Gain modulation from background synaptic input

scientific article published in August 2002

Gating deficits in model networks: a path to schizophrenia?

scientific article published on December 2007

Gating multiple signals through detailed balance of excitation and inhibition in spiking networks

scientific article published on 22 March 2009

Generating coherent patterns of activity from chaotic neural networks

scientific article published on August 2009

Generating sparse and selective third-order responses in the olfactory system of the fly.

scientific article

HCN hyperpolarization-activated cation channels inhibit EPSPs by interactions with M-type K(+) channels

scientific article published on 12 April 2009

Hierarchical control using networks trained with higher-level forward models

scientific article

Intrinsic Stability of Temporally Shifted Spike-Timing Dependent Plasticity ⬇️

scientific article published on November 4, 2010

Invariant Visual Responses From Attentional Gain Fields ⬇️

scientific article published on June 1, 1997

Lapicque's introduction of the integrate-and-fire model neuron (1907)

scientific article (publication date: 1999)

Learning navigational maps through potentiation and modulation of hippocampal place cells

scientific article

Lexico-semantic structure and the word-frequency effect in recognition memory

scientific article published on 08 March 2007

Mechanism of gain modulation at single neuron and network levels

scientific article published on 23 January 2008

Memory from the dynamics of intrinsic membrane currents

scientific article

Model of song selectivity and sequence generation in area HVc of the songbird

scientific article

Modeling state-dependent inactivation of membrane currents ⬇️

scientific article published on August 1, 1994

Models and properties of power-law adaptation in neural systems

scientific article published on 26 April 2006

Modular realignment of entorhinal grid cell activity as a basis for hippocampal remapping

scientific article published on June 2011

Neural network dynamics

scientific article

Neuropeptide feedback modifies odor-evoked dynamics in Caenorhabditis elegans olfactory neurons

scientific article published on 4 April 2010

Optimal Degrees of Synaptic Connectivity

scientific article published on 16 February 2017

Pairwise analysis can account for network structures arising from spike-timing dependent plasticity

scientific article

Pattern capacity of a perceptron for sparse discrimination

scientific article published on 30 June 2008

Presynaptic inhibition of spinal sensory feedback ensures smooth movement

scientific article

Random convergence of olfactory inputs in the Drosophila mushroom body

scientific article

Representations of Novelty and Familiarity in a Mushroom Body Compartment

scientific article published on 09 May 2017

Signal propagation and logic gating in networks of integrate-and-fire neurons.

scientific article published in November 2005

Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity

scientific article

Strength in more than numbers

scientific article published in May 2015

Suppression of cortical neural variability is stimulus- and state-dependent ⬇️

scientific article published on August 15, 2012

Synaptic computation

scientific article published in October 2004

Temporal responses of C. elegans chemosensory neurons are preserved in behavioral dynamics

scientific article

The complete connectome of a learning and memory centre in an insect brain

scientific article

The dynamic clamp comes of age.

scientific article

The neuronal architecture of the mushroom body provides a logic for associative learning

scientific article

Theoretical neuroscience rising

scientific article

Theoretical neuroscience: computational and mathematical modeling of neural systems

book published in 2001

Transferring learning from external to internal weights in echo-state networks with sparse connectivity

scientific article

Tuning Curves for Arm Posture Control in Motor Cortex Are Consistent with Random Connectivity

scientific article

Two layers of neural variability

scientific article published in November 2012

Variation in the large-scale organization of gene expression levels in the hippocampus relates to stable epigenetic variability in behavior

scientific article

When inhibition not excitation synchronizes neural firing

scientific article published in December 1994

full-FORCE: A target-based method for training recurrent networks

scientific article published on 7 February 2018

List of works by Larry Abbott

A complex-valued firing-rate model that approximates the dynamics of spiking networks

A computational model of motor neuron degeneration

A model of autocatalytic replication

A new computational method for cable theory problems.

A temporal basis for predicting the sensory consequences of motor commands in an electric fish

Activity Regulates the Incidence of Heteronymous Sensory-Motor Connections

Activity-dependent current distributions in model neurons

Activity-dependent modification of inhibitory synapses in models of rhythmic neural networks

Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity

Bayesian Sparse Regression Analysis Documents the Diversity of Spinal Inhibitory Interneurons

Beyond the edge of chaos: amplification and temporal integration by recurrent networks in the chaotic regime

Building functional networks of spiking model neurons

Cascade models of synaptically stored memories

Conceptual and technical advances define a key moment for theoretical neuroscience

Drivers and modulators from push-pull and balanced synaptic input

Dynamics of random neural networks with bistable units ⬇️

Encoding of muscle movement on two time scales by a sensory neuron that switches between spiking and bursting modes

Equalization of synaptic efficacy by activity- and timing-dependent synaptic plasticity

Extending the effects of spike-timing-dependent plasticity to behavioral timescales

Failure of averaging in the construction of a conductance-based neuron model

From fixed points to chaos: three models of delayed discrimination

Gain modulation from background synaptic input

Gating deficits in model networks: a path to schizophrenia?

Gating multiple signals through detailed balance of excitation and inhibition in spiking networks

Generating coherent patterns of activity from chaotic neural networks

Generating sparse and selective third-order responses in the olfactory system of the fly.

HCN hyperpolarization-activated cation channels inhibit EPSPs by interactions with M-type K(+) channels

Hierarchical control using networks trained with higher-level forward models

Intrinsic Stability of Temporally Shifted Spike-Timing Dependent Plasticity ⬇️

Invariant Visual Responses From Attentional Gain Fields ⬇️

Lapicque's introduction of the integrate-and-fire model neuron (1907)

Learning navigational maps through potentiation and modulation of hippocampal place cells

Lexico-semantic structure and the word-frequency effect in recognition memory

Mechanism of gain modulation at single neuron and network levels

Memory from the dynamics of intrinsic membrane currents

Model of song selectivity and sequence generation in area HVc of the songbird

Modeling state-dependent inactivation of membrane currents ⬇️

Models and properties of power-law adaptation in neural systems

Modular realignment of entorhinal grid cell activity as a basis for hippocampal remapping

Neural network dynamics

Neuropeptide feedback modifies odor-evoked dynamics in Caenorhabditis elegans olfactory neurons

Optimal Degrees of Synaptic Connectivity

Pairwise analysis can account for network structures arising from spike-timing dependent plasticity

Pattern capacity of a perceptron for sparse discrimination

Presynaptic inhibition of spinal sensory feedback ensures smooth movement

Random convergence of olfactory inputs in the Drosophila mushroom body

Representations of Novelty and Familiarity in a Mushroom Body Compartment

Signal propagation and logic gating in networks of integrate-and-fire neurons.

Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity

Strength in more than numbers

Suppression of cortical neural variability is stimulus- and state-dependent ⬇️

Synaptic computation

Temporal responses of C. elegans chemosensory neurons are preserved in behavioral dynamics

The complete connectome of a learning and memory centre in an insect brain

The dynamic clamp comes of age.

The neuronal architecture of the mushroom body provides a logic for associative learning

Theoretical neuroscience rising

Theoretical neuroscience: computational and mathematical modeling of neural systems

Transferring learning from external to internal weights in echo-state networks with sparse connectivity

Tuning Curves for Arm Posture Control in Motor Cortex Are Consistent with Random Connectivity

Two layers of neural variability

Variation in the large-scale organization of gene expression levels in the hippocampus relates to stable epigenetic variability in behavior

When inhibition not excitation synchronizes neural firing

full-FORCE: A target-based method for training recurrent networks