↓ Skip to main content
What is this page? Embed badge

Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing

Overview of attention for book
Cover of 'Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Massively Parallel Neural Processing Array (MPNA): A CNN Accelerator for Embedded Systems
  3. Altmetric Badge
    Chapter 2 Photonic NoCs for Energy-Efficient Data-Centric Computing
  4. Altmetric Badge
    Chapter 3 Low- and Mixed-Precision Inference Accelerators
  5. Altmetric Badge
    Chapter 4 Designing Resource-Efficient Hardware Arithmetic for FPGA-Based Accelerators Leveraging Approximations and Mixed Quantizations
  6. Altmetric Badge
    Chapter 5 Efficient Hardware Acceleration of Emerging Neural Networks for Embedded Machine Learning: An Industry Perspective
  7. Altmetric Badge
    Chapter 6 An Off-Chip Memory Access Optimization for Embedded Deep Learning Systems
  8. Altmetric Badge
    Chapter 7 In-Memory Computing for AI Accelerators: Challenges and Solutions
  9. Altmetric Badge
    Chapter 8 Efficient Deep Learning Using Non-volatile Memory Technology in GPU Architectures
  10. Altmetric Badge
    Chapter 9 SoC-GANs: Energy-Efficient Memory Management for System-on-Chip Generative Adversarial Networks
  11. Altmetric Badge
    Chapter 10 Using Approximate DRAM for Enabling Energy-Efficient, High-Performance Deep Neural Network Inference
  12. Altmetric Badge
    Chapter 11 On-Chip DNN Training for Direct Feedback Alignment in FeFET
  13. Altmetric Badge
    Chapter 12 Platform-Based Design of Embedded Neuromorphic Systems
  14. Altmetric Badge
    Chapter 13 Light Speed Machine Learning Inference on the Edge
  15. Altmetric Badge
    Chapter 14 Low-Latency, Energy-Efficient In-DRAM CNN Acceleration with Bit-Parallel Unary Computing
Attention for Chapter 5: Efficient Hardware Acceleration of Emerging Neural Networks for Embedded Machine Learning: An Industry Perspective
Altmetric Badge

Mentioned by

twitter
1 X user

Readers on

mendeley
1 Mendeley
Summary X
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Efficient Hardware Acceleration of Emerging Neural Networks for Embedded Machine Learning: An Industry Perspective
Chapter number 5
Book title
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Published by
Springer, Cham, January 2024
DOI 10.1007/978-3-031-19568-6_5
Book ISBNs
978-3-03-119567-9, 978-3-03-119568-6
Authors

Raha, Arnab, Sung, Raymond, Ghosh, Soumendu, Gupta, Praveen Kumar, Mathaikutty, Deepak A., Cheema, Umer I., Hyland, Kevin, Brick, Cormac, Raghunathan, Vijay

View on publisher site
X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.

This page is provided by Altmetric.