Exploring The Potential Of Brain Inspired Computing

Author : Qing Wan,Yi Shi
Publisher : John Wiley & Sons
Page : 258 pages
File Size : 40,6 Mb
Release : 2022-05-16
Category : Technology & Engineering
ISBN : 9783527349791

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Neuromorphic Devices for Brain-inspired Computing by Qing Wan,Yi Shi Pdf

Explore the cutting-edge of neuromorphic technologies with applications in Artificial Intelligence In Neuromorphic Devices for Brain-Inspired Computing: Artificial Intelligence, Perception, and Robotics, a team of expert engineers delivers a comprehensive discussion of all aspects of neuromorphic electronics designed to assist researchers and professionals to understand and apply all manner of brain-inspired computing and perception technologies. The book covers both memristic and neuromorphic devices, including spintronic, multi-terminal, and neuromorphic perceptual applications. Summarizing recent progress made in five distinct configurations of brain-inspired computing, the authors explore this promising technology’s potential applications in two specific areas: neuromorphic computing systems and neuromorphic perceptual systems. The book also includes: A thorough introduction to two-terminal neuromorphic memristors, including memristive devices and resistive switching mechanisms Comprehensive explorations of spintronic neuromorphic devices and multi-terminal neuromorphic devices with cognitive behaviors Practical discussions of neuromorphic devices based on chalcogenide and organic materials In-depth examinations of neuromorphic computing and perceptual systems with emerging devices Perfect for materials scientists, biochemists, and electronics engineers, Neuromorphic Devices for Brain-Inspired Computing: Artificial Intelligence, Perception, and Robotics will also earn a place in the libraries of neurochemists, neurobiologists, and neurophysiologists.

Author : Anonim
Publisher : BoD – Books on Demand
Page : 298 pages
File Size : 52,9 Mb
Release : 2023-11-15
Category : Computers
ISBN : 9781803561431

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Neuromorphic Computing by Anonim Pdf

Dive into the cutting-edge world of Neuromorphic Computing, a groundbreaking volume that unravels the secrets of brain-inspired computational paradigms. Spanning neuroscience, artificial intelligence, and hardware design, this book presents a comprehensive exploration of neuromorphic systems, empowering both experts and newcomers to embrace the limitless potential of brain-inspired computing. Discover the fundamental principles that underpin neural computation as we journey through the origins of neuromorphic architectures, meticulously crafted to mimic the brain’s intricate neural networks. Unlock the true essence of learning mechanisms – unsupervised, supervised, and reinforcement learning – and witness how these innovations are shaping the future of artificial intelligence.

Author : Gee Wah Ng
Publisher : World Scientific
Page : 384 pages
File Size : 55,6 Mb
Release : 2009
Category : Computers
ISBN : 9789812790262

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Brain-mind Machinery by Gee Wah Ng Pdf

Brain-Mind Machinery provides a walkthrough to the world of brain-inspired computing and mind-related questions. Bringing together diverse viewpoints and expertise from multidisciplinary communities, the book explores the human quest to build a thinking machine with human-like capabilities. Readers will acquire a first-hand understanding of the brain and mind mechanisms and machineries, as well as how much we have progressed in and how far we are from building a truly general intelligent system like the human brain.

Author : Jonathan Mapelli,Giacomo Indiveri,Angelo Arleo
Publisher : Frontiers Media SA
Page : 139 pages
File Size : 44,9 Mb
Release : 2022-03-08
Category : Science
ISBN : 9782889746088

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Brain-Inspired Computing: From Neuroscience to Neuromorphic Electronics driving new forms of Artificial Intelligence by Jonathan Mapelli,Giacomo Indiveri,Angelo Arleo Pdf

Author : Sabina Spiga,Abu Sebastian,Damien Querlioz,Bipin Rajendran
Publisher : Woodhead Publishing
Page : 569 pages
File Size : 46,8 Mb
Release : 2020-06-12
Category : Technology & Engineering
ISBN : 9780081027875

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Memristive Devices for Brain-Inspired Computing by Sabina Spiga,Abu Sebastian,Damien Querlioz,Bipin Rajendran Pdf

Memristive Devices for Brain-Inspired Computing: From Materials, Devices, and Circuits to Applications—Computational Memory, Deep Learning, and Spiking Neural Networks reviews the latest in material and devices engineering for optimizing memristive devices beyond storage applications and toward brain-inspired computing. The book provides readers with an understanding of four key concepts, including materials and device aspects with a view of current materials systems and their remaining barriers, algorithmic aspects comprising basic concepts of neuroscience as well as various computing concepts, the circuits and architectures implementing those algorithms based on memristive technologies, and target applications, including brain-inspired computing, computational memory, and deep learning. This comprehensive book is suitable for an interdisciplinary audience, including materials scientists, physicists, electrical engineers, and computer scientists. Provides readers an overview of four key concepts in this emerging research topic including materials and device aspects, algorithmic aspects, circuits and architectures and target applications Covers a broad range of applications, including brain-inspired computing, computational memory, deep learning and spiking neural networks Includes perspectives from a wide range of disciplines, including materials science, electrical engineering and computing, providing a unique interdisciplinary look at the field

Author : Rong Chen,Tianyi Yan,Yiannis Ventikos
Publisher : Frontiers Media SA
Page : 290 pages
File Size : 44,8 Mb
Release : 2021-04-16
Category : Science
ISBN : 9782889666836

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Brain-inspired Machine Learning and Computation for Brain-Behavior Analysis by Rong Chen,Tianyi Yan,Yiannis Ventikos Pdf

Author : Bhatia, Madhulika,Choudhury, Tanupriya,Dewangan, Bhupesh Kumar
Publisher : IGI Global
Page : 244 pages
File Size : 44,8 Mb
Release : 2023-03-20
Category : Computers
ISBN : 9781668469828

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Exploring Future Opportunities of Brain-Inspired Artificial Intelligence by Bhatia, Madhulika,Choudhury, Tanupriya,Dewangan, Bhupesh Kumar Pdf

Applying mechanisms and principles of human intelligence and converging the brain and artificial intelligence (AI) is currently a research trend. The applications of AI in brain simulation are countless. Brain-inspired intelligent systems will improve next-generation information processing by applying theories, techniques, and applications inspired by the information processing principles from the brain. Exploring Future Opportunities of Brain-Inspired Artificial Intelligence focuses on the convergence of AI with brain-inspired intelligence. It presents research on brain-inspired cognitive machines with vision, audition, language processing, and thinking capabilities. Covering topics such as data analysis tools, knowledge representation, and super-resolution, this premier reference source is an essential resource for engineers, developers, computer scientists, students and educators of higher education, librarians, researchers, and academicians.

Author : Katrin Amunts,Lucio Grandinetti,Thomas Lippert,Nicolai Petkov
Publisher : Springer Nature
Page : 159 pages
File Size : 47,5 Mb
Release : 2021-07-20
Category : Computers
ISBN : 9783030824273

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Brain-Inspired Computing by Katrin Amunts,Lucio Grandinetti,Thomas Lippert,Nicolai Petkov Pdf

This open access book constitutes revised selected papers from the 4th International Workshop on Brain-Inspired Computing, BrainComp 2019, held in Cetraro, Italy, in July 2019. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with research on brain atlasing, multi-scale models and simulation, HPC and data infra-structures for neuroscience as well as artificial and natural neural architectures.

Author : Lucio Grandinetti,Thomas Lippert,Nicolai Petkov
Publisher : Springer
Page : 213 pages
File Size : 55,8 Mb
Release : 2014-10-16
Category : Computers
ISBN : 9783319120843

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Brain-Inspired Computing by Lucio Grandinetti,Thomas Lippert,Nicolai Petkov Pdf

This book constitutes the thoroughly refereed conference proceedings of the International Workshop on Brain-inspired Computing, BrainComp 2013, held in Cetraro, Italy, in July 2013. The 16 revised full papers were carefully reviewed and selected from numerous submissions and cover topics such as brain structure and function as a neuroscience perspective, computational models and brain-inspired computing, HPC and visualization for human brain simulations.

Author : Cheng-Lin Liu,Amir Hussain,Bin Luo,Kay Chen Tan,Yi Zeng,Zhaoxiang Zhang
Publisher : Springer
Page : 368 pages
File Size : 44,8 Mb
Release : 2016-11-11
Category : Computers
ISBN : 9783319496856

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Advances in Brain Inspired Cognitive Systems by Cheng-Lin Liu,Amir Hussain,Bin Luo,Kay Chen Tan,Yi Zeng,Zhaoxiang Zhang Pdf

This book constitutes the refereed proceedings of the 8th International Conference on Brain Inspired Cognitive Systems, BICS 2016, held in Beijing, China, in November 2016. The 32 full papers presented were carefully reviewed and selected from 43 submissions. They discuss the emerging areas and challenges, present the state of the art of brain-inspired cognitive systems research and applications in diverse fields by covering many topics in brain inspired cognitive systems related research including biologically inspired systems, cognitive neuroscience, models consciousness, and neural computation.

Author : Dr R. Keerthika,Ms.S.S.Abinayaa
Publisher : Inkbound Publishers
Page : 236 pages
File Size : 49,6 Mb
Release : 2022-01-20
Category : Computers
ISBN : 9788196822347

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Algorithms of Intelligence: Exploring the World of Machine Learning by Dr R. Keerthika,Ms.S.S.Abinayaa Pdf

Delve into the fascinating world of machine learning with this comprehensive guide, which unpacks the algorithms driving today's intelligent systems. From foundational concepts to advanced applications, this book is essential for anyone looking to understand the mechanics behind AI.

Author : Katrin Amunts,Lucio Grandinetti,Thomas Lippert,Nicolai Petkov
Publisher : Springer
Page : 195 pages
File Size : 49,5 Mb
Release : 2016-12-10
Category : Computers
ISBN : 9783319508627

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Brain-Inspired Computing by Katrin Amunts,Lucio Grandinetti,Thomas Lippert,Nicolai Petkov Pdf

This book constitutes revised selected papers from the Second International Workshop on Brain-Inspired Computing, BrainComp 2015, held in Cetraro, Italy, in July 2015. The 14 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with brain structure and function; computational models and brain-inspired computing methods with practical applications; high performance computing; and visualization for brain simulations.

Author : Stefan Wermter,Jim Austin,David Willshaw
Publisher : Springer
Page : 582 pages
File Size : 50,6 Mb
Release : 2003-05-15
Category : Computers
ISBN : 9783540445975

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Emergent Neural Computational Architectures Based on Neuroscience by Stefan Wermter,Jim Austin,David Willshaw Pdf

It is generally understood that the present approachs to computing do not have the performance, flexibility, and reliability of biological information processing systems. Although there is a comprehensive body of knowledge regarding how information processing occurs in the brain and central nervous system this has had little impact on mainstream computing so far. This book presents a broad spectrum of current research into biologically inspired computational systems and thus contributes towards developing new computational approaches based on neuroscience. The 39 revised full papers by leading researchers were carefully selected and reviewed for inclusion in this anthology. Besides an introductory overview by the volume editors, the book offers topical parts on modular organization and robustness, timing and synchronization, and learning and memory storage.

Author : Elishai Ezra Tsur
Publisher : CRC Press
Page : 242 pages
File Size : 54,6 Mb
Release : 2021-08-27
Category : Computers
ISBN : 9781000421323

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Neuromorphic Engineering by Elishai Ezra Tsur Pdf

The brain is not a glorified digital computer. It does not store information in registers, and it does not mathematically transform mental representations to establish perception or behavior. The brain cannot be downloaded to a computer to provide immortality, nor can it destroy the world by having its emerged consciousness traveling in cyberspace. However, studying the brain's core computation architecture can inspire scientists, computer architects, and algorithm designers to think fundamentally differently about their craft. Neuromorphic engineers have the ultimate goal of realizing machines with some aspects of cognitive intelligence. They aspire to design computing architectures that could surpass existing digital von Neumann-based computing architectures' performance. In that sense, brain research bears the promise of a new computing paradigm. As part of a complete cognitive hardware and software ecosystem, neuromorphic engineering opens new frontiers for neuro-robotics, artificial intelligence, and supercomputing applications. This book will present neuromorphic engineering from three perspectives: the scientist, the computer architect, and the algorithm designer. We will zoom in and out of the different disciplines, allowing readers with diverse backgrounds to understand and appreciate the field. Overall, the book will cover the basics of neuronal modeling, neuromorphic circuits, neural architectures, event-based communication, and the neural engineering framework. Readers will have the opportunity to understand the different views over the inherently multidisciplinary field of neuromorphic engineering.

Author : Gopi Battineni,Mamta Mittal,Nalini Chintalapudi
Publisher : Springer Nature
Page : 345 pages
File Size : 54,7 Mb
Release : 2023-11-30
Category : Medical
ISBN : 9789819966370

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Computational Methods in Psychiatry by Gopi Battineni,Mamta Mittal,Nalini Chintalapudi Pdf

This book presents a particular area of interest in computing psychiatry with the modelling of mood and anxiety disorders. It highlights various methods for building these models. Clinical applications are prevalent due to the growth and interaction of these multiple approaches. Besides, it outlines some original predictive and computational modelling ideas for enhancing psychological treatment interventions. Computational psychiatry combines multiple levels and types of computation with different data types to improve mental illness understanding, prediction, and treatment.