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

Learning flexible sensori-motor mappings in a complex network

(2009) Eleni Vasilaki et al.   BIOLOGICAL CYBERNETICS

Reinforcement learning in populations of spiking neurons

(2009) Robert Urbanczik et al.   NATURE NEUROSCIENCE

Gain in sensitivity and loss in temporal contrast of STDP by dopaminergic modulation at hippocampal synapses

(2009) J.-C. Zhang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Towards Reproducible Descriptions of Neuronal Network Models

(2009) Eilen Nordlie et al.   PLoS Computational Biology

Phenomenological models of synaptic plasticity based on spike timing

(2008) Abigail Morrison et al.   BIOLOGICAL CYBERNETICS

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

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

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

(2008) Wiebke Potjans et al.   NEURAL COMPUTATION

Dendritic Excitability and Synaptic Plasticity

(2008) P. Jesper Sjöström et al.   PHYSIOLOGICAL REVIEWS

Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression

(2008) Claudia Clopath 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