A pattern recognition ANN that acts as its own in-band and/or bandpass filter

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 ba...

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Bibliographic Details
Main Author: Ulug, M.E.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Band pass filters
Filtering
Fourier series
Intelligent networks
Mean square error methods
Neural networks
Pattern recognition
Power harmonic filters
Signal processing
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Summary: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.< >
DOI:10.1109/ICNN.1993.298794