High Dimensional Neurocomputing

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Focusing on intelligent computing, this book delves into high-dimensional neurocomputing, addressing key issues like signal representation and neuron dimensionality. It emphasizes the clarity of its underlying theory, which unifies high-dimensional computing where traditional methods fall short. The text includes numerous application-oriented problems aimed at evaluating and maintaining adaptive learning machines. With comprehensive coverage, it serves as a valuable resource for advanced undergraduates, engineers, scientists, and researchers in computational intelligence.