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Paperback Algorithms for Verifying Deep Neural Networks Book

ISBN: 1680837869

ISBN13: 9781680837865

Algorithms for Verifying Deep Neural Networks

Neural networks have been widely used in many applications, such as image classification and understanding, language processing, and control of autonomous systems. These networks work by mapping inputs to outputs through a sequence of layers. At each layer, the input to that layer undergoes an affine transformation followed by a simple nonlinear transformation before being passed to the next layer. Neural networks are being used for increasingly important...

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