PHOTONIC RESERVOIR COMPUTING: Optical Recurrent Neural Networks

edited by Brunner, Daniel; Soriano, Miguel C.: Van der Sande, Guy
, De Gruyter (2019)

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.


Aquesta web utilitza cookies per a la recollida de dades amb un propòsit estadístic. Si continues navegant, vol dir que acceptes la instal·lació de la cookie.


Més informació D'accord