{"product_id":"neuromorphic-computing-principles-and-organization-9783031830884","title":"Neuromorphic Computing Principles and Organization","description":"\u003cp\u003e • Author(s): Abderazek Ben Abdallah | Khanh N. Dang\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Architecture\u003c\/p\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 \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 \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","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46439708524695,"sku":"9783031830884","price":5949.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031830884.webp?v=1769112308","url":"https:\/\/atlanticbooks.com\/products\/neuromorphic-computing-principles-and-organization-9783031830884","provider":"Atlantic Books","version":"1.0","type":"link"}