Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
about
Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning RulesFunctional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning.A reward-modulated hebbian learning rule can explain experimentally observed network reorganization in a brain control task.Spike-based reinforcement learning in continuous state and action space: when policy gradient methods failRobustness of learning that is based on covariance-driven synaptic plasticity.Enabling functional neural circuit simulations with distributed computing of neuromodulated plasticity.A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedbackReinforcement learning on slow features of high-dimensional input streamsDemocratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations.An imperfect dopaminergic error signal can drive temporal-difference learning.Spatio-temporal credit assignment in neuronal population learning.A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker.Dopamine-enabled anti-Hebbian timing-dependent plasticity in prefrontal circuitry.Computational models of reinforcement learning: the role of dopamine as a reward signal.A neural model of hierarchical reinforcement learning.A reinforcement learning framework for spiking networks with dynamic synapses.Short-term plasticity as cause-effect hypothesis testing in distal reward learning.Synaptic theory of replicator-like melioration.Rate and pulse based plasticity governed by local synaptic state variables.A compositionality machine realized by a hierarchic architecture of synfire chains.Timing is not Everything: Neuromodulation Opens the STDP GateCompositionality of arm movements can be realized by propagating synchrony.Does high firing irregularity enhance learning?A spiking neural network model of an actor-critic learning agent.
P2860
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P2860
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
description
2007 nî lūn-bûn
@nan
2007 թուականի Օգոստոսին հրատարակուած գիտական յօդուած
@hyw
2007 թվականի օգոստոսին հրատարակված գիտական հոդված
@hy
2007年の論文
@ja
2007年論文
@yue
2007年論文
@zh-hant
2007年論文
@zh-hk
2007年論文
@zh-mo
2007年論文
@zh-tw
2007年论文
@wuu
name
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@ast
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@en
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@nl
type
label
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@ast
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@en
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@nl
prefLabel
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@ast
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@en
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@nl
P2860
P1433
P1476
Reinforcement learning, spike-time-dependent plasticity, and the BCM rule.
@en
P2093
P2860
P304
P356
10.1162/NECO.2007.19.8.2245
P577
2007-08-01T00:00:00Z