TY - GEN
T1 - Efficient reservoir computing using FPGA and electro-optic modulation
AU - Kumar, Prajnesh
AU - Jin, Mingwei
AU - Bu, Ting
AU - Kumar, Santosh
AU - Huang, Yu Ping
N1 - Publisher Copyright:
© OSA 2020 © 2020 The Author(s)
PY - 2020/9/14
Y1 - 2020/9/14
N2 - We experimentally demonstrate a reservoir computing system consisting of an electro-optic modulator and FPGA electronics. On the NARMA10 benchmark test, the normalized root mean square error can achieve as low as 0.134.
AB - We experimentally demonstrate a reservoir computing system consisting of an electro-optic modulator and FPGA electronics. On the NARMA10 benchmark test, the normalized root mean square error can achieve as low as 0.134.
UR - http://www.scopus.com/inward/record.url?scp=85105997375&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85105997375&partnerID=8YFLogxK
U2 - 10.1364/FIO.2020.JM6B.20
DO - 10.1364/FIO.2020.JM6B.20
M3 - Conference contribution
AN - SCOPUS:85105997375
T3 - Optics InfoBase Conference Papers
BT - Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020
T2 - 2020 Frontiers in Optics Conference, FiO 2020
Y2 - 14 September 2020 through 17 September 2020
ER -