2018/06/13 · Recently, cellular automata have been proposed as a feasible way to implement Reservoir Computing (RC) systems in which the automata rule is ...

In this work, we propose EnsembleBloomCA, which utilizes cellular automata (CA) and an ensemble Bloom filter to organize an RC system. In contrast to most ...

2018/06/21 · Abstract. Elementary cellular automata (ECA) is a widely studied one-dimensional processing methodology where the successive iteration of ...

2022/07/07 · SUMMARY. Reservoir computing (RC) is an attractive alternative to machine learning models owing to its computationally inexpensive training.

Feed-forward versus recurrent architecture and local versus cellular automata distributed representation in reservoir computing for sequence memory learning.

2018/06/14 · The proposed model can be considered to be a low-cost method to implement fast pattern recognition digital circuits. ResearchGate Logo. Discover ...

Reservoir computing with cellular automata (ReCAs) is a promising concept by virtue of its potential for effective hardware implementa-.

In this work, we propose a BloomCA which utilizes cellular automata (CA) and ensemble Bloom filter to organize an RC system by using only binary operations.

2024/02/13 · In this paper, we present a novel algorithm to optimize the design of Reservoir Computing using Cellular Automata models for time series applications.

Reservoir computing with cellular automata (ReCAs) is a promising concept by virtue of its potential for effective hardware implementation. In this paper ...