An Imperfect Dopaminergic Error Signal Can Drive Temporal-Difference Learning

Functional Requirements for Reward-Modulated Spike-Timing-Dependent Plasticity

(2010) N. Fremaux et al.   JOURNAL OF NEUROSCIENCE

Enabling Functional Neural Circuit Simulations with Distributed Computing of Neuromodulated Plasticity

(2010) Wiebke Potjans et al.   Frontiers in Computational Neuroscience

Instantaneous Non-Linear Processing by Pulse-Coupled Threshold Units

(2010) Moritz Helias et al.   PLoS Computational Biology

A Kinetic Model of Dopamine- and Calcium-Dependent Striatal Synaptic Plasticity

(2010) Takashi Nakano et al.   PLoS Computational Biology

Two types of dopamine neuron distinctly convey positive and negative motivational signals

(2009) Masayuki Matsumoto et al.   NATURE

Synaptic computation underlying probabilistic inference

(2009) Alireza Soltani et al.   NATURE NEUROSCIENCE

Prospective and retrospective temporal difference learning

(2009) Peter Dayan   NETWORK-COMPUTATION IN NEURAL SYSTEMS

Generating variable birdsong syllable sequences with branching chain networks in avian premotor nucleus HVC

(2009) Dezhe Z. Jin   PHYSICAL REVIEW E

Adult-Generated Hippocampal Neurons Allow the Flexible Use of Spatially Precise Learning Strategies

(2009) Alexander Garthe et al.   PLoS One

Towards Reproducible Descriptions of Neuronal Network Models

(2009) Eilen Nordlie et al.   PLoS Computational Biology

Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail

(2009) Eleni Vasilaki et al.   PLoS Computational Biology

GABAergic Afferents Activate Both GABAA and GABAB Receptors in Mouse Substantia Nigra Dopaminergic Neurons In Vivo

(2008) E. Brazhnik et al.   JOURNAL OF NEUROSCIENCE

Dopamine Receptor Activation Is Required for Corticostriatal Spike-Timing-Dependent Plasticity

(2008) V. Pawlak et al.   JOURNAL OF NEUROSCIENCE

Stimulus Representation and the Timing of Reward-Prediction Errors in Models of the Dopamine System

(2008) Elliot A. Ludvig et al.   NEURAL COMPUTATION

A Spiking Neural Network Model of an Actor-Critic Learning Agent

(2008) Wiebke Potjans et al.   NEURAL COMPUTATION

Modeling the Violation of Reward Maximization and Invariance in Reinforcement Schedules

(2008) Giancarlo La Camera et al.   PLoS Computational Biology

A Learning Theory for Reward-Modulated Spike-Timing-Dependent Plasticity with Application to Biofeedback

(2008) Robert Legenstein et al.   PLoS Computational Biology