Title :
A pattern recognition ANN that acts as its own in-band and/or bandpass filter
Author_Institution :
Intelligent Neurons, Inc., Deerfield Beach, FL, USA
Abstract :
An orthonormal neural network (ONN) is described. The ONN is a single-layer neural network that mimics the quadratic phase relationship between the adjacent `simple´ cells in the visual cortex. It can perform as a pattern recognition network that can act as its own in-band filter and/or bandpass filter. The system design of a single-stage electrooptical ONN that classifies in the forward and filters in the reverse direction is described
Keywords :
image recognition; optical filters; optical neural nets; bandpass filter; electrooptical orthonormal neural net; in-band filter; pattern recognition; single-layer neural network; Artificial neural networks; Band pass filters; Filtering; Fourier series; Intelligent networks; Mean square error methods; Neural networks; Pattern recognition; Power harmonic filters; Signal processing;
Conference_Titel :
Neural Networks, 1993., IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0999-5
DOI :
10.1109/ICNN.1993.298794
