Parallel And High Performance Computing In Artificial Intelligence

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Parallel And High Performance Computing In Artificial Intelligence

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Author : Mukesh Raghuwanshi
language : en
Publisher: CRC Press
Release Date : 2025-05-20

Parallel And High Performance Computing In Artificial Intelligence written by Mukesh Raghuwanshi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-20 with Computers categories.

Parallel and High-Performance Computing in Artificial Intelligence explores high-performance architectures for data-intensive applications as well as efficient analytical strategies to speed up data processing and applications in automation, machine learning, deep learning, healthcare, bioinformatics, natural language processing (NLP), and vision intelligence. The book’s two major themes are high-performance computing (HPC) architecture and techniques and their application in artificial intelligence. Highlights include: HPC use cases, application programming interfaces (APIs), and applications Parallelization techniques HPC for machine learning Implementation of parallel computing with AI in big data analytics HPC with AI in healthcare systems AI in industrial automation Coverage of HPC architecture and techniques includes multicore architectures, parallel-computing techniques, and APIs, as well as dependence analysis for parallel computing. The book also covers hardware acceleration techniques, including those for GPU acceleration to power big data systems. As AI is increasingly being integrated into HPC applications, the book explores emerging and practical applications in such domains as healthcare, agriculture, bioinformatics, and industrial automation. It illustrates technologies and methodologies to boost the velocity and scale of AI analysis for fast discovery. Data scientists and researchers can benefit from the book’s discussion on AI-based HPC applications that can process higher volumes of data, provide more realistic simulations, and guide more accurate predictions. The book also focuses on deep learning and edge computing methodologies with HPC and presents recent research on methodologies and applications of HPC in AI.

Distributed Computing Artificial Intelligence Bioinformatics Soft Computing And Ambient Assisted Living

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Author : Sigeru Omatu
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-06-08

Distributed Computing Artificial Intelligence Bioinformatics Soft Computing And Ambient Assisted Living written by Sigeru Omatu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-08 with Computers categories.

This book constitutes the refereed proceedings of the 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, held in Salamanca, Spain in June 2009. The 167 revised full papers presented together with 3 invited lectures were carefully reviewed and selected from over 230 submissions. The papers are organized in thematic sections on theoretical foundations and models; learning and adaptation; self-organizing networks, methods and applications; fuzzy systems; evolutionary computation and genetic algoritms; pattern recognition; formal languages in linguistics; agents and multi-agent on intelligent systems; brain-computer interfaces (bci); multiobjetive optimization; robotics; bioinformatics; biomedical applications; ambient assisted living (aal) and ambient intelligence (ai); other applications.

Signal

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Author :
language : en
Publisher:
Release Date : 1989

Signal written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Armed Forces categories.

Massively Parallel Artificial Intelligence

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Author : Hiroaki Kitano
language : en
Publisher:
Release Date : 1994

Massively Parallel Artificial Intelligence written by Hiroaki Kitano and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

The increased sophistication and availability of massively parallel supercomputers has had two major impacts on research in artificial intelligence, both of which are addressed in this collection of exciting new AI theories and experiments. Massively parallel computers have been used to push forward research in traditional AI topics such as vision, search, and speech. More important, these machines allow AI to expand in exciting new ways by taking advantage of research in neuroscience and developing new models and paradigms, among them associate memory, neural networks, genetic algorithms, artificial life, society-of-mind models, and subsumption architectures.A number of chapters show that massively parallel computing enables AI researchers to handle significantly larger amounts of data in real time, which changes the way that AI systems can be built, which in turn makes memory-based reasoning and neural-network-based vision systems become practical. Other chapters present the contrasting view that massively parallel computing provides a platform to model and build intelligent systems by simulating the (massively parallel) processes that occur in nature.

Proceedings Of The International Joint Conference On Artificial Intelligence

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Author :
language : en
Publisher:
Release Date : 1993

Proceedings Of The International Joint Conference On Artificial Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Artificial intelligence categories.

Ijcai

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Author :
language : en
Publisher:
Release Date : 1991

Ijcai written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Artificial intelligence categories.

Applications Of High Performance Computing In Engineering Vi

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Author : M. S. Ingber
language : en
Publisher: WIT Press (UK)
Release Date : 2000

Applications Of High Performance Computing In Engineering Vi written by M. S. Ingber and has been published by WIT Press (UK) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.

The proceedings of the Sixth International Conference on Applications of High-Performance Computing in Engineering.

High Performance Computing 1997

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Author : Adrian Michel Tentner
language : en
Publisher: Society for Computer Simulation International
Release Date : 1997

High Performance Computing 1997 written by Adrian Michel Tentner and has been published by Society for Computer Simulation International this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.

High Performance Computing

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Author :
language : en
Publisher:
Release Date : 1999

High Performance Computing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with High performance computing categories.

Artificial Intelligence

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Author : Robert J. Schalkoff
language : en
Publisher: McGraw-Hill Companies
Release Date : 1990

Artificial Intelligence written by Robert J. Schalkoff and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computers categories.