PERHAPS A GIFT VOUCHER FOR MUM?: MOTHER'S DAY

Close Notification

Your cart does not contain any items

Explainable Machine Learning Models and Architectures by Suman Lata Tripathi (Lovely Professional University, India) at Abbey's Bookshop,
Explainable Machine Learning Models and Architectures
— —
Suman Lata Tripathi (Lovely Professional University, India) Mufti Mahmud (Nottingham Trent University, UK)

Explainable Machine Learning Models and Architectures

Suman Lata Tripathi (Lovely Professional University, India),  Mufti Mahmud (Nottingham Trent University, UK)

$323.95

Hardback

Not in-store but you can order this
How long will it take?
English
Sybex Inc.,U.S.
13 November 2023
Computer science
EXPLAINABLE MACHINE LEARNING MODELS AND ARCHITECTURES This cutting-edge new volume covers the hardware architecture implementation, the software implementation approach, and the efficient hardware of machine learning applications.

Machine learning and deep learning modules are now an integral part of many smart and automated systems where signal processing is performed at different levels. Signal processing in the form of text, images, or video needs large data computational operations at the desired data rate and accuracy. Large data requires more use of integrated circuit (IC) area with embedded bulk memories that further lead to more IC area. Trade-offs between power consumption, delay and IC area are always a concern of designers and researchers. New hardware architectures and accelerators are needed to explore and experiment with efficient machine-learning models. Many real-time applications like the processing of biomedical data in healthcare, smart transportation, satellite image analysis, and IoT-enabled systems have a lot of scope for improvements in terms of accuracy, speed, computational powers, and overall power consumption.

This book deals with the efficient machine and deep learning models that support high-speed processors with reconfigurable architectures like graphic processing units (GPUs) and field programmable gate arrays (FPGAs), or any hybrid system. Whether for the veteran engineer or scientist working in the field or laboratory, or the student or academic, this is a must-have for any library.
Edited by:   , ,
Imprint:   Sybex Inc.,U.S.
Country of Publication:   United States
Weight:   531g
ISBN:   9781394185849
ISBN 10:   1394185847
Pages:   272
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active

Suman Lata Tripathi, PhD, is a professor at Lovely Professional University with more than 21 years of experience in academics. She has published more than 103 research papers in refereed journals and conferences. She has organized several workshops, summer internships, and expert lectures for students, and she has worked as a session chair, conference steering committee member, editorial board member, and reviewer for IEEE journals and conferences. She has published three books and currently has multiple volumes scheduled for publication from Wiley-Scrivener. Mufti Mahmud, PhD, is an associate professor of cognitive computing at the Department of Computer Science of Nottingham Trent University, UK. He is the Coordinator of the Computer Science and Informatics Unit of Assessment of Research Excellence Framework at NTU and the deputy group leader of the Interactive Systems Research Group and the Cognitive Computing & Brain Informatics research group. He is also an active member of the Computing and Informatics Research Centre and the Medical Technologies Innovation Facility. He is a member of numerous societies and research committees.

See Also

Explainable Machine Learning Models and Architectures

Quantum Finance Advantage

Azhar Ul Haque Sario

Paperback

$52.95  $45.21

Not in-store but you can order this

ADD +
Explainable Machine Learning Models and Architectures

Artificial You

AI and the Future of Your Mind

Susan Schneider

Hardback

$44.99 

In Stock 😊

ADD +
Explainable Machine Learning Models and Architectures

Machine Learning For Dummies

John Paul Mueller

Paperback

$57.95 

Not in-store but you can order this

ADD +
Explainable Machine Learning Models and Architectures

Starting an Etsy Business For Dummies...

Kate Shoup

Paperback

$41.95 

Not in-store but you can order this

ADD +
Explainable Machine Learning Models and Architectures

Computer Science in Sport

Research and Practice

Arnold Baca

Paperback

$90.99 

Not in-store but you can order this

ADD +
Explainable Machine Learning Models and Architectures

Numerical Methods in Physics with...

Alex Gezerlis

Paperback

$94.95 

Not in-store but you can order this

ADD +