Title :
A smart pixel-based feedforward neural network
Author :
Kane, Jonathan S.
fDate :
1/1/1998 12:00:00 AM
Abstract :
A novel smart pixel-based neural network was realized experimentally. The matrix multiplication is split into positive and negative components and computed optically. The necessary subtraction, binarization, and transmission of the resulting matrices is accomplished via a prototype smart pixel spatial light modulator. The result is a neural network that performs truly parallel computation without requiring the use of an external processor
Keywords :
Hopfield neural nets; feedforward neural nets; integrated optoelectronics; liquid crystal devices; matrix multiplication; optical neural nets; smart pixels; spatial light modulators; binarization; matrix multiplication; parallel computation; smart pixel spatial light modulator; smart pixel-based feedforward neural network; subtraction; transmission; Feedforward neural networks; Holographic optical components; Holography; Neural networks; Nonlinear optics; Optical computing; Optical feedback; Optical modulation; Optical network units; Smart pixels;
Journal_Title :
Neural Networks, IEEE Transactions on
