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Deep Learning Classifiers with Memristive Networks
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3912349Deep Learning Classifiers with Memristive Networkshttps://www.gandhi.com.mx/deep-learning-classifiers-with-memristive-networks-9783030145248/phttps://gandhi.vtexassets.com/arquivos/ids/3454206/c1a4695e-f525-4042-8ef5-8bd03a9c082e.jpg?v=63838539665080000030803422MXNSpringer International PublishingInStock/Ebooks/<p>This book introduces readers to the fundamentals of deep neural network architectures, with a special emphasis on memristor circuits and systems. At first, the book offers an overview of neuro-memristive systems, including memristor devices, models, and theory, as well as an introduction to deep learning neural networks such as multi-layer networks, convolution neural networks, hierarchical temporal memory, and long short term memories, and deep neuro-fuzzy networks. It then focuses on the design of these neural networks using memristor crossbar architectures in detail. The book integrates the theory with various applications of neuro-memristive circuits and systems. It provides an introductory tutorial on a range of issues in the design, evaluation techniques, and implementations of different deep neural network architectures with memristors.</p>...3848506Deep Learning Classifiers with Memristive Networks30803422https://www.gandhi.com.mx/deep-learning-classifiers-with-memristive-networks-9783030145248/phttps://gandhi.vtexassets.com/arquivos/ids/3454206/c1a4695e-f525-4042-8ef5-8bd03a9c082e.jpg?v=638385396650800000InStockMXN99999DIEbook20199783030145248_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_<p>This book introduces readers to the fundamentals of deep neural network architectures, with a special emphasis on memristor circuits and systems. At first, the book offers an overview of neuro-memristive systems, including memristor devices, models, and theory, as well as an introduction to deep learning neural networks such as multi-layer networks, convolution neural networks, hierarchical temporal memory, and long short term memories, and deep neuro-fuzzy networks. It then focuses on the design of these neural networks using memristor crossbar architectures in detail. The book integrates the theory with various applications of neuro-memristive circuits and systems. It provides an introductory tutorial on a range of issues in the design, evaluation techniques, and implementations of different deep neural network architectures with memristors.</p>(*_*)9783030145248_<p>This book introduces readers to the fundamentals of deep neural network architectures, with a special emphasis on memristor circuits and systems. At first, the book offers an overview of neuro-memristive systems, including memristor devices, models, and theory, as well as an introduction to deep learning neural networks such as multi-layer networks, convolution neural networks, hierarchical temporal memory, and long short term memories, and deep neuro-fuzzy networks. It then focuses on the design of these neural networks using memristor crossbar architectures in detail. The book integrates the theory with various applications of neuro-memristive circuits and systems. It provides an introductory tutorial on a range of issues in the design, evaluation techniques, and implementations of different deep neural network architectures with memristors.</p>...9783030145248_Springer International Publishinglibro_electonico_a56d8fa5-95bc-34fc-ba6b-5ca3663663a3_9783030145248;9783030145248_9783030145248InglésMéxico2019-04-08T00:00:00+00:00Springer International Publishing