Reservoir Computing Properties of Neural Dynamics in Prefrontal Cortex

Corticostriatal response selection in sentence production: Insights from neural network simulation with reservoir computing

(2015) Xavier Hinaut et al.   BRAIN AND LANGUAGE

Spatiotemporal Memory Is an Intrinsic Property of Networks of Dissociated Cortical Neurons

(2015) H. Ju et al.   JOURNAL OF NEUROSCIENCE

Abstract Context Representations in Primate Amygdala and Prefrontal Cortex

(2015) A. Saez et al.   NEURON

Comparison of Classifiers for Decoding Sensory and Cognitive Information from Prefrontal Neuronal Populations

(2014) Elaine Astrand et al.   PLoS One

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing

(2013) Xavier Hinaut et al.   PLoS One

From fixed points to chaos: Three models of delayed discrimination

(2013) Omri Barak et al.   PROGRESS IN NEUROBIOLOGY

Neuronal Encoding of Subjective Value in Dorsal and Ventral Anterior Cingulate Cortex

(2012) X. Cai et al.   JOURNAL OF NEUROSCIENCE

Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks

(2012) David Sussillo et al.   NEURAL COMPUTATION

Modulation of feedback related activity in the rostral anterior cingulate cortex during trial and error exploration

(2012) Céline Amiez et al.   NEUROIMAGE

A reservoir of time constants for memory traces in cortical neurons

(2011) Alberto Bernacchia et al.   NATURE NEUROSCIENCE

Recurrent Kernel Machines: Computing with Infinite Echo State Networks

(2011) Michiel Hermans et al.   NEURAL COMPUTATION

A Reward-Modulated Hebbian Learning Rule Can Explain Experimentally Observed Network Reorganization in a Brain Control Task

(2010) R. Legenstein et al.   JOURNAL OF NEUROSCIENCE

A neurodynamical model for working memory

(2010) Razvan Pascanu et al.   NEURAL NETWORKS

Attractor concretion as a mechanism for the formation of context representations

(2010) Mattia Rigotti et al.   NEUROIMAGE

Abrupt Transitions between Prefrontal Neural Ensemble States Accompany Behavioral Transitions during Rule Learning

(2010) Daniel Durstewitz et al.   NEURON

Internal representation of task rules by recurrent dynamics: the importance of the diversity of neural responses

(2010) Mattia Rigotti   Frontiers in Computational Neuroscience

State-dependent computations: spatiotemporal processing in cortical networks

(2009) Dean V. Buonomano et al.   NATURE REVIEWS NEUROSCIENCE

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON

Distributed Fading Memory for Stimulus Properties in the Primary Visual Cortex

(2009) Danko Nikolić et al.   PLOS BIOLOGY

Improving reservoirs using intrinsic plasticity

(2008) Benjamin Schrauwen et al.   NEUROCOMPUTING

Behavioral Shifts and Action Valuation in the Anterior Cingulate Cortex

(2008) René Quilodran et al.   NEURON

Memory traces in dynamical systems

(2008) S. Ganguli et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA