32 search results - page 3 / 7 » Phenomenological models of synaptic plasticity based on spik... |
72
Voted
NECO
2007
15 years 1 months ago
2007
116
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ESANN
2007
15 years 3 months ago
2007
We propose a network model of spiking neurons, without preimposed topology and driven by STDP (Spike-Time-Dependent Plasticity), a temporal Hebbian unsupervised learning mode, biol...
91
Voted
NIPS
2003
15 years 3 months ago
2003
Spike timing plasticity (STDP) is a special form of synaptic plasticity where the relative timing of post- and presynaptic activity determines the change of the synaptic weight. O...
109
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SYNASC
2005
IEEE
15 years 7 months ago
2005
IEEE
The paper presents a new reinforcement learning mechanism for spiking neural networks. The algorithm is derived for networks of stochastic integrate-and-fire neurons, but it can ...
145
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CONNECTION
2006
15 years 1 months ago
2006
We present an approach for recognition and clustering of spatio temporal patterns based on networks of spiking neurons with active dendrites and dynamic synapses. We introduce a n...