{"product_id":"9783031830884","title":"Neuromorphic Computing Principles and Organization","description":"\u003ch1\u003eNeuromorphic Computing Principles and Organization\u003c\/h1\u003e \u003ch2\u003eBen Abdallah, Abderazek; Dang, Khanh N.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe second edition of \u003cstrong\u003eNeuromorphic Computing Principles and Organization\u003c\/strong\u003e delves deeply into neuromorphic computing, focusing on designing fault-tolerant, scalable hardware for spiking neural networks. Each chapter includes exercises to enhance understanding. All existing chapters have been meticulously revised, and a new chapter on advanced neuromorphic prosthesis design serves as a comprehensive case study.\u003c\/p\u003e\n\n\u003cp\u003eThe book starts with an overview of neuromorphic systems and fundamental artificial neural network concepts. It explores artificial neurons, neuron models, storage technologies, inter-neuron communication, learning mechanisms, and design approaches. Detailed discussions cover challenges in constructing spiking neural networks and emerging memory technologies. A dedicated chapter addresses circuits and architectures, including Network-on-Chip (NoC) fabric, Address Event Representation (AER), memory access methods, and photonic interconnects.\u003c\/p\u003e\n\n\u003cp\u003eReliability issues, recovery methods for multicore systems, and reconfigurable designs supporting multiple applications are examined. The book also describes the hardware-software design of a three-dimensional neuromorphic processor, focusing on high integration density, minimal spike delay, and scalable design. The book concludes with a comprehensive review of neuromorphic systems, providing a detailed analysis of the field and an overarching understanding of the key concepts discussed throughout the text.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-04-24\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031830884\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-83089-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 307\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":45385873817740,"sku":"9783031830884","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031830884.jpg?v=1776096898","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031830884","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}