Download PDF by Manan Suri: Advances in Neuromorphic Hardware Exploiting Emerging

By Manan Suri

ISBN-10: 8132237013

ISBN-13: 9788132237013

This e-book covers all significant points of state-of-the-art learn within the box of neuromorphic engineering concerning rising nanoscale units. targeted emphasis is given to major works in hybrid low-power CMOS-Nanodevice layout. The booklet 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 numerous 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 constrained Boltzmann machines (RBM) to call a number of. The contributions speak about system-level power/energy/parasitic trade-offs, and complicated real-world functions. The e-book is suited to either complex researchers and scholars drawn 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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