VLSI and hardware implementations using modern machine learning methods. (2022)
- Record Type:
- Book
- Title:
- VLSI and hardware implementations using modern machine learning methods. (2022)
- Main Title:
- VLSI and hardware implementations using modern machine learning methods
- Further Information:
- Note: Edited by Sandeep Saini, Kusum Lata and G.R. Sinha.
- Editors:
- Saini, Sandeep
(Electronics engineer), Lata, Kusum
Sinha, G. R, 1975- - Contents:
- Chapter No. Chapter Title Authors; 1 VLSI and Hardware Implementation Using Machine Learning Methods: A Systematic Literature Review Kusum Lata, Sandeep Saini, G. R. Sinha; 2 Machine Learning for Testing of VLSI Circuit Abhishek Choubey, Shruti Bhargava Choubey; 3 Online Checkers to Detect Hardware Trojans in AES Hardware Accelerators Sree Ranjani Rajendran, Rajat Subhra Chakraborty; 4 Machine Learning Methods for Hardware Security Soma Saha, Bodhisatwa Mazumdar; 5 Application Driven Fault Identification in NoC Designs Ankur Gogoi and Bibhas Ghoshal; 6 Online Test Derived from Binary Neural Network for Critical Autonomous Automotive Hardware Dr. Philemon Daniel; 7 Applications of Machine Learning in VLSI Design Sneh Saurabh, Pranav Jain, Madhvi Agarwal, and OVS Shashank Ram; 8 An Overview of High-Performance Computing Techniques Applied to Image Processing Giulliano Paes Carnielli, Rangel Arthur, Ana Carolina Borges Monteiro, Reinaldo Padilha França, and Yuzo Iano; 9 Machine Learning Algorithms for Semiconductor Device Modeling Yogendra Gupta, Niketa Sharma, Ashish Sharma, Harish Sharma; 10 Securing IoT-Based Microservices Using Artificial Intelligence Sushant Kumar and Saurabh Mukherjee; 11 Applications of the Approximate Computing on ML Architecture Kattekola Naresh and Shubhankar Majumdar; 12 Hardware Realization of Reinforcement Learning Algorithms for Edge Devices Shaik Mohammed Waseem and Subir Kumar Roy; 13 Deep Learning Techniques for Side-Channel Analysis VarshaChapter No. Chapter Title Authors; 1 VLSI and Hardware Implementation Using Machine Learning Methods: A Systematic Literature Review Kusum Lata, Sandeep Saini, G. R. Sinha; 2 Machine Learning for Testing of VLSI Circuit Abhishek Choubey, Shruti Bhargava Choubey; 3 Online Checkers to Detect Hardware Trojans in AES Hardware Accelerators Sree Ranjani Rajendran, Rajat Subhra Chakraborty; 4 Machine Learning Methods for Hardware Security Soma Saha, Bodhisatwa Mazumdar; 5 Application Driven Fault Identification in NoC Designs Ankur Gogoi and Bibhas Ghoshal; 6 Online Test Derived from Binary Neural Network for Critical Autonomous Automotive Hardware Dr. Philemon Daniel; 7 Applications of Machine Learning in VLSI Design Sneh Saurabh, Pranav Jain, Madhvi Agarwal, and OVS Shashank Ram; 8 An Overview of High-Performance Computing Techniques Applied to Image Processing Giulliano Paes Carnielli, Rangel Arthur, Ana Carolina Borges Monteiro, Reinaldo Padilha França, and Yuzo Iano; 9 Machine Learning Algorithms for Semiconductor Device Modeling Yogendra Gupta, Niketa Sharma, Ashish Sharma, Harish Sharma; 10 Securing IoT-Based Microservices Using Artificial Intelligence Sushant Kumar and Saurabh Mukherjee; 11 Applications of the Approximate Computing on ML Architecture Kattekola Naresh and Shubhankar Majumdar; 12 Hardware Realization of Reinforcement Learning Algorithms for Edge Devices Shaik Mohammed Waseem and Subir Kumar Roy; 13 Deep Learning Techniques for Side-Channel Analysis Varsha Satheesh Kumar, S. Dillibabu Shanmugam, and Dr. N. Sarat Chandra Babu; 14 Machine Learning in Hardware Security of IoT Nodes T Lavanya and K Rajalakshmi; 15 Integrated Photonics for Artificial Intelligence Applications Ankur Saharia, Kamal Kishor Choure, Nitesh Mudgal, Rahul Pandey, Dinesh Bhatia, Manish Tiwari, Ghanshyam Singh; … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : CRC Press
- Publication Date:
- 2022
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 006.31
Integrated circuits -- Very large scale integration -- Design and construction -- Data processing
Machine learning - Languages:
- English
- ISBNs:
- 9781000523843
9781000523812
9781003201038 - Related ISBNs:
- 9781032061719
- Notes:
- Note: Includes bibliographical references and index.
Note: Description based on CIP data; resource not viewed. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.658327
- Ingest File:
- 07_030.xml