Photonic reservoir computing : optical recurrent neural networks
著者
書誌事項
Photonic reservoir computing : optical recurrent neural networks
De Gruyter, c2019
- : hardback
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注記
Includes bibliographical references and author index
内容説明・目次
内容説明
Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.
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