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cs.NE2025
Wireless Sensor Networks as Parallel and Distributed Hardware Platform for Artificial Neural Networks
Gursel Serpen
We are proposing fully parallel and maximally distributed hardware realization of a generic neuro-computing system. More specifically, the proposal relates to the wireless sensor n…
cs.NE2025
Empirical Investigation into Configuring Echo State Networks for Representative Benchmark Problem Domains
Brooke R. Weborg, Gursel Serpen
This paper examines Echo State Network, a reservoir computer, performance using four different benchmark problems, then proposes heuristics or rules of thumb for configuring the ar…