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Primer to Neuromorphic Computing cover

Primer to Neuromorphic Computing

by Harish Garg, Jyotir Moy Chatterjee, R Sujatha, Shatrughan Modi

1st Edition

Publisher: Academic Press

(0 reviews)
Computer Science & ITArtificial Intelligence

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Book Details

Print ISBN9780443214806
eText ISBN9780443214820
PublisherAcademic Press
Publishing Year2024
Edition1st Edition
LanguageEnglish
Pages278

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

  1. Chapter 1: Neuromorphic Computing for Machine Learning: An Overview

  2. Chapter 2: Designing of GAN for real time image processing in neurocomputing

  3. Chapter 3: Review of Existing Neuromorphic Systems

  4. Chapter 4: Neuromorphic System for Cardiovascular Disorders

  5. Chapter 5: Neuromorphic System for Real-time Healthcare Applications

  6. Chapter 6: Neuromorphic Systems for Smart home Devices

  7. Chapter 7: Neuromorphic systems for real-time image processing

  8. Chapter 8: Real time Visual Data Processing using Neuromorphic Systems

  9. Chapter 9: Future Prospective of Neuromorphic Computing in Artificial Intelligence: A Review, Methods and Challenges

  10. Chapter 10: Neuromorphic Systems for Smart home Devices

  11. Chapter 11: Neuroscience-inspired - Facial Mask Recognition using MobileNet and Computer Vision in real-time video streaming

  12. Chapter 12: A Neuro-Inspired Journey: Tracing the Evolution and Objectives of Neuromorphic Systems

  13. Chapter 13: Deploying Shark Smell Optimization algorithm with Neuromorphic computing principles for prediction of COVID-19 disease

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