Advances in Neuromorphic Hardware Exploiting Emerging by Manan Suri PDF

By Manan Suri

ISBN-10: 8132237013

ISBN-13: 9788132237013

This booklet covers all significant facets of state of the art study within the box of neuromorphic engineering concerning rising nanoscale units. precise emphasis is given to prime works in hybrid low-power CMOS-Nanodevice layout. The publication bargains readers a bidirectional (top-down and bottom-up) standpoint on designing effective bio-inspired undefined. on the nanodevice point, it makes a speciality of a variety of flavors of rising resistive reminiscence (RRAM) expertise. on the set of rules point, it addresses optimized implementations of supervised and stochastic studying paradigms resembling: spike-time-dependent plasticity (STDP), long term potentiation (LTP), long term melancholy (LTD), severe studying machines (ELM) and early adoptions of limited Boltzmann machines (RBM) to call a number of. The contributions talk about system-level power/energy/parasitic trade-offs, and complicated real-world functions. The e-book is suited to either complicated researchers and scholars attracted to the field.

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Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices (Cognitive Systems Monographs) by Manan Suri

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