Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices is popular PDF and ePub book, written by Manan Suri in 2017-01-21, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices can be Read Online from any device for your convenience.
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices Book PDF Summary
This book covers all major aspects of cutting-edge research in the field of neuromorphic hardware engineering involving emerging nanoscale devices. Special emphasis is given to leading works in hybrid low-power CMOS-Nanodevice design. The book offers readers a bidirectional (top-down and bottom-up) perspective on designing efficient bio-inspired hardware. At the nanodevice level, it focuses on various flavors of emerging resistive memory (RRAM) technology. At the algorithm level, it addresses optimized implementations of supervised and stochastic learning paradigms such as: spike-time-dependent plasticity (STDP), long-term potentiation (LTP), long-term depression (LTD), extreme learning machines (ELM) and early adoptions of restricted Boltzmann machines (RBM) to name a few. The contributions discuss system-level power/energy/parasitic trade-offs, and complex real-world applications. The book is suited for both advanced researchers and students interested in the field.
Detail Book of Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices PDF
- Author : Manan Suri
- Release : 21 January 2017
- Publisher : Springer
- ISBN : 9788132237037
- Genre : Technology & Engineering
- Total Page : 217 pages
- Language : English
- PDF File Size : 21,5 Mb
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