Results 191 to 200 of about 2,079,335 (239)
All-optical doubly resonant cavities for energy-efficient ReLU function in nanophotonic deep learning. [PDF]
PLoS OneAhmadnejad A, Asadi MM, Koohi S.
europepmc +1 more source
Optical neuromorphic computing via temporal up-sampling and trainable encoding on a telecom device platform. [PDF]
NanophotonicsManuylovich E +3 more
europepmc +1 more source
Novel photonic reservoir computing architectures
, 2017 Laporte, Floris +3 more
openaire +1 more source
Toward optical signal processing using Photonic Reservoir Computing [PDF]
Optics Express, 2008 We propose photonic reservoir computing as a new approach to optical signal processing in the context of large scale pattern recognition problems. Photonic reservoir computing is a photonic implementation of the recently proposed reservoir computing ...
Peter Bienstman +2 more
exaly +2 more sources
All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators [PDF]
IEEE Journal of Selected Topics in Quantum Electronics, 2018 International audienceWe present in our work numerical results on the performance of a 4×4 swirl-topology photonic reservoir integrated on a silicon chip. Nonlinear microring resonators are used as nodes. We analyze the performance of such a reservoir on
Marc Sciamanna +2 more
exaly +2 more sources
Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing [PDF]
IEEE Journal of Selected Topics in Quantum Electronics, 2018 We present our latest progress using new neuromorphic paradigms for optical information processing in silicon photonics. We show how passive reservoir computing chips can be used to perform a variety of tasks (bit level tasks, nonlinear dispersion compensation, etc.) at high speeds and low power consumption.
Peter Bienstman +2 more
exaly +3 more sources