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Books > Computing & IT > Applications of computing > Artificial intelligence
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Non-Linear Feedback Neural Networks - VLSI Implementations and Applications (Hardcover, 2014 ed.)
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Non-Linear Feedback Neural Networks - VLSI Implementations and Applications (Hardcover, 2014 ed.)
Series: Studies in Computational Intelligence, 508
Expected to ship within 10 - 15 working days
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This book aims to present a viable alternative to the Hopfield
Neural Network (HNN) model for analog computation. It is well known
the standard HNN suffers from problems of convergence to local
minima, and requirement of a large number of neurons and synaptic
weights. Therefore, improved solutions are needed. The non-linear
synapse neural network (NoSyNN) is one such possibility and is
discussed in detail in this book. This book also discusses the
applications in computationally intensive tasks like graph
coloring, ranking, and linear as well as quadratic programming. The
material in the book is useful to students, researchers and
academician working in the area of analog computation.
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