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» An adaptive spike-timing-dependent plasticity rule
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IJON
2002
83views more  IJON 2002»
13 years 4 months ago
An adaptive spike-timing-dependent plasticity rule
We examine the conditions under which spike-timing-dependent plasticity (STDP) normalizes post-synaptic
Jesper Tegnér, Ádám Kepecs
SAB
2010
Springer
117views Optimization» more  SAB 2010»
13 years 3 months ago
Indirectly Encoding Neural Plasticity as a Pattern of Local Rules
Biological brains can adapt and learn from past experience. In neuroevolution, i.e. evolving artificial neural networks (ANNs), one way that agents controlled by ANNs can evolve t...
Sebastian Risi, Kenneth O. Stanley
ESANN
2007
13 years 6 months ago
Intrinsic plasticity for reservoir learning algorithms
One of the most difficult problems in using dynamic reservoirs like echo state networks for signal processing is the choice of reservoir network parameters like connectivity or spe...
Marion Wardermann, Jochen J. Steil
CONNECTION
2006
172views more  CONNECTION 2006»
13 years 4 months ago
Temporal sequence detection with spiking neurons: towards recognizing robot language instructions
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...
Christo Panchev, Stefan Wermter