
Primer to Neuromorphic Computing
by Harish Garg, Jyotir Moy Chatterjee, R Sujatha, Shatrughan Modi
1st Edition
Publisher: Academic Press
Book Details
| Print ISBN | 9780443214806 |
| eText ISBN | 9780443214820 |
| Publisher | Academic Press |
| Publishing Year | 2024 |
| Edition | 1st Edition |
| Language | English |
| Pages | 278 |
Primer to Neuromorphic Computing, 1st Edition, gathers research focused on practical applications within neuromorphic systems. Authored by Harish Garg, Jyotir Moy Chatterjee, R Sujatha, and Shatrughan Modi, this 278-page reference published by Academic Press provides a detailed overview of core concepts, including artificial intelligence, machine learning, and neuromorphic models. It establishes how specialized computational structures utilize neurons as computational units to perform processing tasks.
The text surveys active industry trends, theoretical models, and neural network hardware architectures across the field. It connects theoretical computing concepts with physical implementations, illustrating how modern hardware designs support intelligent algorithms and complex data execution models across diverse operational environments.
The book is structured for IT industry professionals, academic professors, research scholars, and system modelling and simulation experts. In addition, this reference can support elective coursework for graduate students studying advanced hardware configurations and non-traditional computing paradigms.
Table of Contents
Chapter 1: Neuromorphic Computing for Machine Learning: An Overview
Chapter 2: Designing of GAN for real time image processing in neurocomputing
Chapter 3: Review of Existing Neuromorphic Systems
Chapter 4: Neuromorphic System for Cardiovascular Disorders
Chapter 5: Neuromorphic System for Real-time Healthcare Applications
Chapter 6: Neuromorphic Systems for Smart home Devices
Chapter 7: Neuromorphic systems for real-time image processing
Chapter 8: Real time Visual Data Processing using Neuromorphic Systems
Chapter 9: Future Prospective of Neuromorphic Computing in Artificial Intelligence: A Review, Methods and Challenges
Chapter 10: Neuromorphic Systems for Smart home Devices
Chapter 11: Neuroscience-inspired - Facial Mask Recognition using MobileNet and Computer Vision in real-time video streaming
Chapter 12: A Neuro-Inspired Journey: Tracing the Evolution and Objectives of Neuromorphic Systems
Chapter 13: Deploying Shark Smell Optimization algorithm with Neuromorphic computing principles for prediction of COVID-19 disease
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