Solving the distal reward problem through linkage of STDP and dopamine signaling [PDF]
, 2007 Eugene M. Izhikevich
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GABAergic synaptic transmission regulates calcium influx during spike-timing dependent plasticity
Frontiers in Synaptic Neuroscience, 2010 Coincident pre- and postsynaptic activity of hippocampal neurons alters the strength of gamma-aminobutyric acid (GABAA)-mediated inhibition through a Ca2+-dependent regulation of cation-chloride cotransporters.
Trevor Balena +2 more
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A CA2 + Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus [PDF]
, 2008 Vassilis Cutsuridis +2 more
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A CMOS Spiking Neural Network Circuit with Symmetric/Asymmetric STDP Function [PDF]
, 2009 Hideki Tanaka +2 more
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Towards a learning-theoretic analysis of spike-timing dependent plasticity
, 2012 This paper suggests a learning-theoretic perspective on how synaptic plasticity benefits global brain functioning. We introduce a model, the selectron, that (i) arises as the fast time constant limit of leaky integrate-and-fire neurons equipped with ...
Balduzzi, David, Besserve, Michel
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STDP and mental retardation: dysregulation of dendritic excitability in Fragile X syndrome [PDF]
, 2010 Rhiannon M. Meredith
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A new stochastic STDP Rule in a neural Network Model
, 2017 Thought to be responsible for memory, synaptic plasticity has been widely studied in the past few decades. One example of plasticity models is the popular Spike Timing Dependent Plasticity (STDP).
Helson, Pascal
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Storage of phase-coded patterns via STDP in fully-connected and sparse network: a study of the network capacity [PDF]
, 2010 Silvia Scarpetta +2 more
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Classifying Spike Patterns by Reward-Modulated STDP
, 2014 Reward-modulated learning rules for spiking neural networks have emerged, that have been demonstrated to solve a wide range of reinforcement learning tasks. Despite this, little work has aimed to classify spike patterns by the timing of output spikes.
Gardner, B, Sporea, I, Grüning, A
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STDP in oscillatory recurrent networks: theoretical conditions for desynchronization and applications to deep brain stimulation [PDF]
, 2010 Jean-Pascal Pfister, Peter A. Tass
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