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BC
2008
56views more  BC 2008»
13 years 5 months ago
An implementation of reinforcement learning based on spike timing dependent plasticity
Patrick D. Roberts, Roberto A. Santiago, Gerardo L...
NECO
2007
258views more  NECO 2007»
13 years 4 months ago
Reinforcement Learning Through Modulation of Spike-Timing-Dependent Synaptic Plasticity
The persistent modification of synaptic efficacy as a function of the relative timing of pre- and postsynaptic spikes is a phenomenon known as spiketiming-dependent plasticity (...
Razvan V. Florian
NECO
2007
150views more  NECO 2007»
13 years 4 months ago
Reinforcement Learning, Spike-Time-Dependent Plasticity, and the BCM Rule
Learning agents, whether natural or artificial, must update their internal parameters in order to improve their behavior over time. In reinforcement learning, this plasticity is ...
Dorit Baras, Ron Meir
IJON
2006
84views more  IJON 2006»
13 years 5 months ago
Dynamic regulation of spike-timing dependent plasticity in electrosensory processing
This study investigates the control of spike-timing dependent plasticity (STDP) by regulation of the dendritic spike threshold of the postsynaptic neuron. The control of synaptic ...
Patrick D. Roberts, Gerardo Lafferriere, Nathaniel...
ISCAS
2006
IEEE
79views Hardware» more  ISCAS 2006»
13 years 11 months ago
Spike timing dependent adaptation for mismatch compensation
— This paper presents some circuitry for use within a visual-processing depth-recovery algorithm based upon spike timing. The accuracy of the depth calculation relies on a predic...
Katherine L. Cameron, Alan F. Murray, S. Collins