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» Polychronization: Computation with Spikes

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NECO
2006

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Polychronization: Computation with Spikes

13 years 7 months ago

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Eugene M. Izhikevich

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ESANN
2007

128views Neural Networks» more ESANN 2007»

A supervised learning approach based on STDP and polychronization in spiking neuron networks

13 years 9 months ago

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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...

Hélène Paugam-Moisy, Régis Ma...

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ICANN
2009
Springer

156views Neural Networks» more ICANN 2009»

Algorithms for Structural and Dynamical Polychronous Groups Detection

14 years 2 months ago

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Polychronization has been proposed as a possible way to investigate the notion of cell assemblies and to understand their role as memory supports for information coding. In a spiki...

Régis Martinez, Hélène Paugam...

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MEMOCODE
2008
IEEE

145views Formal Methods» more MEMOCODE 2008»

Virtual prototyping AADL architectures in a polychronous model of computation

14 years 2 months ago

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While synchrony and asynchrony are two distinct concepts of concurrency theory, effective and formally deﬁned embedded system design methodologies usually mix the best from both...

Ma Yue, Jean-Pierre Talpin, Thierry Gautier

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IJON
2008

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Delay learning and polychronization for reservoir computing

13 years 7 months ago

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