16 December 1989 A New Architecture For 2-D Array Neural Nets With An Electro-Optical Implementation
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Abstract
A new formulation for the processing of 2-D array images is introduced. The formulation is based on neural networks; consequently it possesses inherent fault-tolerance capabilities and exhibits impressive processing powers. The formulation essentially processes the 2-D input array to: (i) undergo two matrix multiplications, and then (ii) be processed via the usual thresholding and feedback which are characteristic of neural nets. Then an electro-optical implementation of our formulation is described. The implementation includes adaptations of the available incoherent optical techniques for the real-time multiplication of multiple matrices.
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Fathi M. A. Salam, Fathi M. A. Salam, Yiwen Wang, Yiwen Wang, } "A New Architecture For 2-D Array Neural Nets With An Electro-Optical Implementation", Proc. SPIE 0977, Real-Time Signal Processing XI, (16 December 1989); doi: 10.1117/12.948559; https://doi.org/10.1117/12.948559
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