We investigate an optoelectronic system that can perform weighting and
threshold operations similarly to a neuron. The weighted summation is
carried out optically in an optical fiber by using stimulated Brillou
in scattering. It is shown that magnitude and sign of a weight associa
ted with an input can be set by changing the signal intensity and wave
length, respectively. A signal traveling in the backward direction is
required to sense additions and subtractions. Due to inherent parallel
nature of optical processing, this system can outperform a digital sy
stem for large numbers of inputs. (C) 1998 Society of Photo-Optical In
strumentation Engineers. [S0091-3286(98)02906-7].