Reinforcement learning with modulated spike timing dependent synaptic plasticity.
about
Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning RulesThe role of efference copy in striatal learningThe spike-timing dependence of plasticityOculomotor learning revisited: a model of reinforcement learning in the basal ganglia incorporating an efference copy of motor actions.A hypothesis for basal ganglia-dependent reinforcement learning in the songbird.Premotor synaptic plasticity limited to the critical period for song learning.Dopaminergic system in birdsong learning and maintenanceDopaminergic modulation of basal ganglia output through coupled excitation-inhibition.Functional 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.Rare neural correlations implement robotic conditioning with delayed rewards and disturbances.Spike-based reinforcement learning in continuous state and action space: when policy gradient methods failA 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.Reinforcement learning of targeted movement in a spiking neuronal model of motor cortexA spiking network model of decision making employing rewarded STDP.A biophysically-based neuromorphic model of spike rate- and timing-dependent plasticity.Supervised Learning in Spiking Neural Networks for Precise Temporal EncodingHigh-order feature-based mixture models of classification learning predict individual learning curves and enable personalized teachingFunctional Relevance of Different Basal Ganglia Pathways Investigated in a Spiking Model with Reward Dependent PlasticityA canonical neural mechanism for behavioral variability.A reinforcement learning framework for spiking networks with dynamic synapses.Short-term plasticity as cause-effect hypothesis testing in distal reward learning.Coexistence of reward and unsupervised learning during the operant conditioning of neural firing rates.Reinforcement learning of two-joint virtual arm reaching in a computer model of sensorimotor cortex.Synaptic theory of replicator-like melioration.A compositionality machine realized by a hierarchic architecture of synfire chains.Compositionality of arm movements can be realized by propagating synchrony.Rules and mechanisms for efficient two-stage learning in neural circuits.Reward-based learning under hardware constraints-using a RISC processor embedded in a neuromorphic substrate.Multi-layer network utilizing rewarded spike time dependent plasticity to learn a foraging task.Neuromodulation of STDP through short-term changes in firing causality.Does high firing irregularity enhance learning?Reward-modulated Hebbian learning of decision making.Supervised learning in spiking neural networks with ReSuMe: sequence learning, classification, and spike shifting.Statistical mechanics of reward-modulated learning in decision-making networks.A spiking neural network model of an actor-critic learning agent.Solving the distal reward problem with rare correlations.
P2860
Q26772828-32287486-2882-4C62-A531-9238C2C558A0Q26824930-964F746B-263E-4A69-80EC-4CD5F4D6B564Q27010059-041EE23F-90ED-4306-B255-018B0D4B9DA5Q28727890-E4A330E4-7426-457D-A0F5-A53D603850D0Q28742408-69C08C60-251B-4948-8E68-1086DB9DFBA9Q28743621-53E7D1AA-54FD-48E4-B6A2-B67FC96326F4Q28748894-C7DF13D8-8508-41D9-BF40-626F2AA48D8AQ30010502-9A44C4C6-9C36-423B-A392-2291470BC136Q30429179-F9344185-5C31-4521-B711-57AA1134CB3AQ30478447-AC784465-E260-41BB-8556-B4A98CD052F3Q30538250-AC077705-1C52-45F2-8D23-21ECA05CB706Q30972868-3BF0A42C-D67E-433C-9128-34BFE149F6AEQ33375018-46CA6BAC-D9DC-4F2F-B404-0A3C873AC2F9Q33680656-7CC6D24F-E3E5-4E86-AE92-88190B64C674Q33900113-CE431F39-B0E8-4D01-9C9D-236A9BE76139Q33904009-F299F402-C082-4E30-96DE-AF97473490C6Q34456298-DB4BAEDF-123F-417D-AC35-7FC4004F1634Q35121888-FF0A0F9E-F2F2-495F-AAF8-9B48F205C4EDQ35621127-2031D967-51E9-4D1A-88CB-BFDAA1A0B18FQ36105643-77E996E6-B52A-45A6-9108-FE11A97232C6Q36535174-8D027DF8-1D6C-4AA9-8EF5-47D54B45D5EDQ37112496-4F8DC074-F826-441C-8214-DB9A18BEB09EQ38771804-EFBBAD1B-DDF6-41A2-BCB4-30E015F1B720Q38870382-66D94E8D-C1F8-4834-9021-CEEEB8DEF296Q39134778-0B65731C-D2C1-4D8E-BEFF-A1EF9F382A78Q39261265-401D3DE7-6239-4665-9B50-331914D62F36Q39348104-3736C6F2-8469-4804-BD31-02C4A99B132DQ41825425-AC0F42EF-A3D8-4421-B917-90FB66D23F9CQ41975784-C717049E-C569-44FD-8102-1DE1F6FC7ED5Q42085898-E0524233-F397-4EDB-9B14-9BCF0A3D5362Q42094800-DEB4A064-7B7C-4626-BFFE-D8FBBA2758F3Q42641974-13A31D2A-5188-4DBF-99F6-1954466ED64FQ42705167-9BA236B9-5E7E-406C-8EC4-2888A7BC64C2Q42718586-A21D7BB7-5119-4BDA-A3EF-02C80BD41AC4Q47796553-4C4B4041-F7C0-41FB-8397-862B902F9A55Q48315703-262EB6F5-5642-4A11-BAAB-4F90CCE13B7BQ48429234-20C9D77D-A41B-44EC-8826-966140E055B8Q48681590-6F9C21EC-39A3-4506-815F-5D1745BDA3B3Q48765915-CE77C8F8-2483-4251-980E-11AF1FE12B4AQ50763728-76FB83ED-5FEB-4F78-A6E8-BB200CE62B22
P2860
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
description
2007 nî lūn-bûn
@nan
2007年の論文
@ja
2007年学术文章
@wuu
2007年学术文章
@zh
2007年学术文章
@zh-cn
2007年学术文章
@zh-hans
2007年学术文章
@zh-my
2007年学术文章
@zh-sg
2007年學術文章
@yue
2007年學術文章
@zh-hant
name
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@en
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@nl
type
label
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@en
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@nl
prefLabel
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@en
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@nl
P2860
P356
P1476
Reinforcement learning with modulated spike timing dependent synaptic plasticity.
@en
P2093
Adrienne L Fairhall
Michael A Farries
P2860
P304
P356
10.1152/JN.00364.2007
P407
P577
2007-10-10T00:00:00Z