Using Simple Neural Networks to Correct Errors in Optical Data Transmission.
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Author
Hunt, S.
Sun, Yi
Shafarenko, A.
Davey, N.
Boscolo, S.
Turitsyn, S.K.
Attention
2299/3965
Abstract
We have demonstrated the applicability of
neural-network-based systems to the problem
of reducing the effects of signal distortion,
and shown that such a system has the potential
to reduce the bit-error-rate in the digitized
version of the analogue electrical signal
derived from an optical data stream by a
substantial margin over existing techniques.