4 papers
Pattern Recognition System Design with Linear Encoding for Discrete Patterns
Po-Hsiang Lai, Joseph A. O'Sullivan
In this paper, designs and analyses of compressive recognition systems are discussed, and also a method of establishing a dual connection between designs of good communication code…
Achievable Rates for Pattern Recognition
M. Brandon Westover, Joseph A. O'Sullivan
Biological and machine pattern recognition systems face a common challenge: Given sensory data about an unknown object, classify the object by comparing the sensory data with a lib…
Joint Equalization and Decoding for Nonlinear Two-Dimensional Intersymbol Interference Channels
N. Singla, J. A. O'Sullivan
An algorithm that performs joint equalization and decoding for channels with nonlinear two-dimensional intersymbol interference is presented. The algorithm performs sum-product mes…
Joint Equalization and Decoding for Nonlinear Two-Dimensional Intersymbol Interference Channels with Application to Optical Storage
N. Singla, J. A. O'Sullivan
An algorithm that performs joint equalization and decoding for nonlinear two-dimensional intersymbol interference channels is presented. The algorithm performs sum-product message-…