Computational analysis of memory capacity in echo state networks
Author:
Funder
Slovak Grant Agency for Science
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience
Reference31 articles.
1. Memory capacity of input-driven echo state networks at the edge of chaos;Barančok,2014
2. Real-time computation at the edge a of chaos in recurrent neural networks;Bertschinger;Neural Computation,2004
3. Information processing in echo state networks at the edge of chaos;Boedecker;Theory in Biosciences,2012
4. State-dependent computations: spatiotemporal processing in cortical networks;Buonomano;Nature Reviews Neuroscience,2009
5. Connectivity, dynamics, and memory in reservoir computing with binary and analog neurons;Büsing;Neural Computation,2010
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