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Exploiting Signal Propagation Delays to Match Task Memory Requirements in Reservoir Computing
Recurrent neural networks (RNNs) transmit information over time through recurrent
connections. In contrast, biological neural networks use many other temporal processing …
connections. In contrast, biological neural networks use many other temporal processing …
[HTML][HTML] Memory–Non-Linearity Trade-Off in Distance-Based Delay Networks
The performance of echo state networks (ESNs) in temporal pattern learning tasks depends
both on their memory capacity (MC) and their non-linear processing. It has been shown that …
both on their memory capacity (MC) and their non-linear processing. It has been shown that …