Reservoir Computing Using Asynchronous Cellular Automata
نویسندگان
چکیده
منابع مشابه
Reservoir Computing using Cellular Automata
We introduce a novel framework of reservoir computing. Cellular automaton is used as the reservoir of dynamical systems. Input is randomly projected onto the initial conditions of automaton cells and nonlinear computation is performed on the input via application of a rule in the automaton for a period of time. The evolution of the automaton creates a space-time volume of the automaton state sp...
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ژورنال
عنوان ژورنال: Transactions of the Society of Instrument and Control Engineers
سال: 2020
ISSN: 0453-4654,1883-8189
DOI: 10.9746/sicetr.56.8