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Neuromorphic Circuits for Nanoscale Devices (Hardcover)
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Neuromorphic Circuits for Nanoscale Devices (Hardcover)
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Nanoscale devices attracted significant research effort from the
industry and academia due to their operation principals being based
on different physical properties which provide advantages in the
design of certain classes of circuits over conventional CMOS
transistors. Neuromorphic Circuits for Nanoscale Devices contains
recent research papers presented in various international
conferences and journals to provide insight into how the
operational principles of the nanoscale devices can be utilized for
the design of neuromorphic circuits for various applications of
non-volatile memory, neural network training/learning, and image
processing. The topics discussed in the book include: * Nanoscale
Crossbar Memory Design * Q-Learning and Value Iteration using
Nanoscale Devices * Image Processing and Computer Vision
Applications for Nanoscale Devices * Nanoscale Devices based
Cellular Nonlinear/Neural Networks
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