Neuromorphic Computing Principles and Organization Ben Abdallah Abderazek
This book focuses on neuromorphic computing principles and organization and how to build fault-tolerant scalable hardware for large and medium scale spiking neural networks with learning capabilities. The book begins with an overview of neuromorphic computing systems and explores… Celý popis ↓
Porovnanie cien Neuromorphic Computing Principles and Organization Ben Abdallah Abderazek
Popis Neuromorphic Computing Principles and Organization Ben Abdallah Abderazek
Neuromorphic Computing Principles and Organization Ben Abdallah Abderazek
This book focuses on neuromorphic computing principles and organization and how to build fault-tolerant scalable hardware for large and medium scale spiking neural networks with learning capabilities. The book begins with an overview of neuromorphic computing systems and explores the fundamental concepts of artificial neural networks. In addition, the book describes in a comprehensive way the organization and how to design a spike-based neuromorphic system to perform network of spiking neurons communication, computing, and adaptive learning for emerging AI applications.
Afterward, we discuss implementing these neural networks in neuron models, storage technologies, inter-neuron communication networks, learning, and various design approaches. Next, we discuss artificial neurons and how they have evolved in their representation of biological neuronal dynamics. Then, comes the fundamental
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