Brain Inspired Information Technology

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Brain-Inspired Information Technology

Author : Akitoshi Hanazawa
Publisher : Springer Science & Business Media
ISBN 13 : 3642040241
Total Pages : 176 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Brain-Inspired Information Technology by : Akitoshi Hanazawa

Download or read book Brain-Inspired Information Technology written by Akitoshi Hanazawa and published by Springer Science & Business Media. This book was released on 2010-09-22 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Brain-inspired information technology" is one of key concepts for the development of information technology in the next generation. Explosive progress of computer technology has been continuing based on a simple principle called "if-then rule". This means that the programmer of software have to direct every action of the computer programs in response to various inputs. There inherently is a limitation of complexity because we human have a limited capacity for managing complex systems. Actually, many bugs, mistakes of programming, exist in computer software, and it is quite difficult to extinguish them. The parts of computer programs where computer viruses attack are also a kind of programming mistakes, called security hole. Of course, human body or nervous system is not perfect. No creator or director, however, exists for us. The function of our brain is equipped by learning, self-organization, natural selection, and etc, resulting in adaptive and flexible information system. Brain-inspired information technology is aiming to realize such nature-made information processing system by using present computer system or specific hardware. To do so, researchers in various research fields are getting together to inspire each other and challenge cooperatively for the same goal.

Brain-inspired IT 2

Author : Kazuo Ishii
Publisher :
ISBN 13 :
Total Pages : 318 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Brain-inspired IT 2 by : Kazuo Ishii

Download or read book Brain-inspired IT 2 written by Kazuo Ishii and published by . This book was released on 2006 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second volume of "Brain-Inspired IT Series" includes five invited papers and 59 selected technical papers from the Second International Symposium "BrainIT 2005" which was held on in Kitakyushu, Japan, on October 7-9, 2005. The First International Symposium BrainIT 2004 was a great success, and provided the participants with good opportunities to exchange valuable information and various ideas from multidisciplinary research areas. A survey was made of the current state-of-the-art and the possibility to establish new research fields in the Brain-Inspired Information Technology was explored. In this second volume, it can be found that the seeds of BrainIT 2004 are growing and about to bloom as collaboration reaches among a wide variety of areas from biology to robotics. In the symposium BrainIT 2005, special sessions on "Decision and Behavioral Choice Organized by Natural and Artificial Brains" were provided besides technical sessions in a wide range of fields from Brain Science to Information Technology as well as the previous symposium. The first five invited papers are contributed by outstanding researchers in the area, and were presented in special sessions to discuss how the brain recognizes outer and inner worlds and organizes behavior expression, decision making and behavioral selection. The technical papers cover vision and sensory systems, cognition and languages, learning and memory, behavior and emotion, motor controls, dynamics, neural computation, neural networks, and brain-inspired intelligent machines, etc. It is hoped that this Brain-Inspired IT series will be a key milestone for researchers and students to pioneer the new field "Brain-Inspired Information Technology".

Neuromorphic Devices for Brain-inspired Computing

Author : Qing Wan
Publisher : John Wiley & Sons
ISBN 13 : 3527349790
Total Pages : 258 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Neuromorphic Devices for Brain-inspired Computing by : Qing Wan

Download or read book Neuromorphic Devices for Brain-inspired Computing written by Qing Wan and published by John Wiley & Sons. This book was released on 2022-05-16 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Exploring Future Opportunities of Brain-Inspired Artificial Intelligence

Author : Bhatia, Madhulika
Publisher : IGI Global
ISBN 13 : 1668469820
Total Pages : 244 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Exploring Future Opportunities of Brain-Inspired Artificial Intelligence by : Bhatia, Madhulika

Download or read book Exploring Future Opportunities of Brain-Inspired Artificial Intelligence written by Bhatia, Madhulika and published by IGI Global. This book was released on 2023-03-20 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Brain Inspired Cognitive Systems

Author : Jinchang Ren
Publisher : Springer
ISBN 13 : 3030005631
Total Pages : 881 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Advances in Brain Inspired Cognitive Systems by : Jinchang Ren

Download or read book Advances in Brain Inspired Cognitive Systems written by Jinchang Ren and published by Springer. This book was released on 2018-10-05 with total page 881 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi’an, China, in July 2018. The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.

Brain-inspired IT III

Author : Kiyohisa Natsume
Publisher :
ISBN 13 :
Total Pages : 334 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Brain-inspired IT III by : Kiyohisa Natsume

Download or read book Brain-inspired IT III written by Kiyohisa Natsume and published by . This book was released on 2007 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: BRAIN-INSPIRED IT III is the third volume of the Brain-Inspired IT series intended for researchers and students who are involved or interested in the brain sciences, technology, and engineering. It includes 4 invited papers, 7 COE papers, 57 selected papers from the Third International Symposium BrainIT 2006, which was held in Kitakyushu, Japan, on September 27-29, 2006. The last two International symposiums BrainIT 2004 and 2005 were great success, and provided the participants with good opportunities to exchange valuable information and various ideas from multidisciplinary research area. We made a survey of the current state-of-the-art and explored the possibility to establish new research fields in the Brain-Inspired Information Technology. The first 4 invited papers are contributed by outstanding researchers in the area, Dr. M. Kawato (ATR Computational Neuroscience Laboratories), Prof. Ryohei Kanzaki (The University of Tokyo), Prof. Asla Pitkänen (University of Kuopio), Prof. Helge Ritter (Bielefeld University), who were presented in the special and invited sessions of BrainIT2006 to discuss how the brain processes the information and how we apply the processing to technology. Technical papers cover vision system, other sensory systems, cognition and languages, learning and memory, behavior and emotion, motor controls, dynamics, neural computation, neural networks, and brain-inspired intelligent machines.

Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence

Author : Nikola K. Kasabov
Publisher : Springer
ISBN 13 : 3662577151
Total Pages : 742 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence by : Nikola K. Kasabov

Download or read book Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence written by Nikola K. Kasabov and published by Springer. This book was released on 2018-08-29 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spiking neural networks (SNN) are biologically inspired computational models that represent and process information internally as trains of spikes. This monograph book presents the classical theory and applications of SNN, including original author’s contribution to the area. The book introduces for the first time not only deep learning and deep knowledge representation in the human brain and in brain-inspired SNN, but takes that further to develop new types of AI systems, called in the book brain-inspired AI (BI-AI). BI-AI systems are illustrated on: cognitive brain data, including EEG, fMRI and DTI; audio-visual data; brain-computer interfaces; personalized modelling in bio-neuroinformatics; multisensory streaming data modelling in finance, environment and ecology; data compression; neuromorphic hardware implementation. Future directions, such as the integration of multiple modalities, such as quantum-, molecular- and brain information processing, is presented in the last chapter. The book is a research book for postgraduate students, researchers and practitioners across wider areas, including computer and information sciences, engineering, applied mathematics, bio- and neurosciences.

Memristive Devices for Brain-Inspired Computing

Author : Sabina Spiga
Publisher : Woodhead Publishing
ISBN 13 : 0081027877
Total Pages : 569 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Memristive Devices for Brain-Inspired Computing by : Sabina Spiga

Download or read book Memristive Devices for Brain-Inspired Computing written by Sabina Spiga and published by Woodhead Publishing. This book was released on 2020-06-12 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Advances in Brain Inspired Cognitive Systems

Author : Jinchang Ren
Publisher : Springer Nature
ISBN 13 : 303039431X
Total Pages : 606 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances in Brain Inspired Cognitive Systems by : Jinchang Ren

Download or read book Advances in Brain Inspired Cognitive Systems written by Jinchang Ren and published by Springer Nature. This book was released on 2020-01-31 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2019, held in Guangzhou, China, in July 2019. The 57 papers presented in this volume were carefully reviewed and selected from 129 submissions. The papers are organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; and data analysis and natural language processing.

Brain-mind Machinery: Brain-inspired Computing And Mind Opening

Author : Gee-wah Ng
Publisher : World Scientific
ISBN 13 : 9814472050
Total Pages : 384 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Brain-mind Machinery: Brain-inspired Computing And Mind Opening by : Gee-wah Ng

Download or read book Brain-mind Machinery: Brain-inspired Computing And Mind Opening written by Gee-wah Ng and published by World Scientific. This book was released on 2009-03-30 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brain and mind continue to be a topic of enormous scientific interest. With the recent advances in measuring instruments such as two-photon laser scanning microscopy and fMRI, the neuronal connectivity and circuitry of how the brain's various regions are hierarchically interconnected and organized are better understood now than ever before. By reverse engineering the brain, computer scientists hope to build cognitively intelligent systems that will revolutionize the artificial intelligence paradigm. 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.

Brain-Inspired Intelligence and Visual Perception

Author : Wenfeng Wang
Publisher : Springer
ISBN 13 : 9811335494
Total Pages : 166 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Brain-Inspired Intelligence and Visual Perception by : Wenfeng Wang

Download or read book Brain-Inspired Intelligence and Visual Perception written by Wenfeng Wang and published by Springer. This book was released on 2019-02-14 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the field of brain-inspired intelligence and visual perception (BIVP), and discusses novel research assumptions, including an introduction to brain science and the brain vision hypotheses. Moreover, it introduces readers to the theory and algorithms of BIVP – such as pheromone accumulation and iteration, neural cognitive computing mechanisms, the integration and scheduling of core modules, and brain-inspired perception, motion and control – in a step-by-step manner. Accordingly, it will appeal to university researchers, R&D engineers, undergraduate and graduate students; to anyone interested in robots, brain cognition or computer vision; and to all those wishing to learn about the core theory, principles, methods, algorithms, and applications of BIVP.

Advances in Brain Inspired Cognitive Systems

Author : Derong Liu
Publisher : Springer
ISBN 13 : 3642387861
Total Pages : 429 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Brain Inspired Cognitive Systems by : Derong Liu

Download or read book Advances in Brain Inspired Cognitive Systems written by Derong Liu and published by Springer. This book was released on 2013-06-03 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Brain Inspired Cognitive Systems, BICS 2013, held in Beijing, China in June 2013. The 45 high-quality papers presented were carefully reviewed and selected from 68 submissions. BICS 2013 aims to provide a high-level international forum for scientists, engineers, and educators to present the state of the art of brain inspired cognitive systems research and applications in diverse fields.

Advances in Brain Inspired Cognitive Systems

Author : Cheng-Lin Liu
Publisher : Springer
ISBN 13 : 3319496859
Total Pages : 379 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Advances in Brain Inspired Cognitive Systems by : Cheng-Lin Liu

Download or read book Advances in Brain Inspired Cognitive Systems written by Cheng-Lin Liu and published by Springer. This book was released on 2016-11-11 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Special Topics in Information Technology

Author : Barbara Pernici
Publisher : Springer Nature
ISBN 13 : 3030320944
Total Pages : 135 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Special Topics in Information Technology by : Barbara Pernici

Download or read book Special Topics in Information Technology written by Barbara Pernici and published by Springer Nature. This book was released on 2019-10-01 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents nine outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy. Information Technology has always been highly interdisciplinary, as many aspects have to be considered in IT systems. The doctoral studies program in IT at Politecnico di Milano emphasizes this interdisciplinary nature, which is becoming more and more important in recent technological advances, in collaborative projects, and in the education of young researchers. Accordingly, the focus of advanced research is on pursuing a rigorous approach to specific research topics starting from a broad background in various areas of Information Technology, especially Computer Science and Engineering, Electronics, Systems and Controls, and Telecommunications. Each year, more than 50 PhDs graduate from the program. This book gathers the outcomes of the nine best theses defended in 2018-19 and selected for the IT PhD Award. Each of the nine authors provides a chapter summarizing his/her findings, including an introduction, description of methods, main achievements and future work on the topic. Hence, the book provides a cutting-edge overview of the latest research trends in Information Technology at Politecnico di Milano, presented in an easy-to-read format that will also appeal to non-specialists.

Advances in Brain Inspired Cognitive Systems

Author : Huaguang Zhang
Publisher : Springer
ISBN 13 : 3642315615
Total Pages : 434 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Brain Inspired Cognitive Systems by : Huaguang Zhang

Download or read book Advances in Brain Inspired Cognitive Systems written by Huaguang Zhang and published by Springer. This book was released on 2012-07-23 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Brain Inspired Cognitive Systems, BICS 2012, held in Shenyang, Liaoning, China in July 2012. The 46 high-quality papers presented were carefully reviewed and selected from 116 submissions. The papers are organized in topical sections on biologically inspired systems, cognitive neuroscience, models of consciousness, and neural computation.

Towards a Brain-inspired Information Processing System

Author : Karim El-Laithy
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783848402625
Total Pages : 240 pages
Book Rating : 4.4/5 (26 download)

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Book Synopsis Towards a Brain-inspired Information Processing System by : Karim El-Laithy

Download or read book Towards a Brain-inspired Information Processing System written by Karim El-Laithy and published by LAP Lambert Academic Publishing. This book was released on 2012-02 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biological neural systems in general and the central nervous system specifically exhibit a strikingly efficient computational power along with an extreme flexible and adaptive basis for acquiring and integrating new knowledge. Acquiring more insights into the actual mechanisms of information processing within the brain and their computational capabilities is a core objective of modern computer science, computational sciences and neuroscience. There is however a significant lack of knowledge regarding the basic information processing within the brain. In order to have more insights into these basic information processing methods, this book presents an approach that investigates the underlying mechanisms allowing the brain to be capable of performing such massive amounts of computational tasks with a sustainable efficiency and flexibility. A main focus of this work is the role of synapses and their involved dynamics in the brain's computational power. This work investigates, models and analyses the synaptic dynamics with integration into the level of dynamic neural networks.

Bio-inspired Neurocomputing

Author : Akash Kumar Bhoi
Publisher : Springer Nature
ISBN 13 : 9811554951
Total Pages : 427 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Bio-inspired Neurocomputing by : Akash Kumar Bhoi

Download or read book Bio-inspired Neurocomputing written by Akash Kumar Bhoi and published by Springer Nature. This book was released on 2020-07-21 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the latest technological advances in neuro-computational intelligence in biological processes where the primary focus is on biologically inspired neuro-computational techniques. The theoretical and practical aspects of biomedical neural computing, brain-inspired computing, bio-computational models, artificial intelligence (AI) and machine learning (ML) approaches in biomedical data analytics are covered along with their qualitative and quantitative features. The contents cover numerous computational applications, methodologies and emerging challenges in the field of bio-soft computing and bio-signal processing. The authors have taken meticulous care in describing the fundamental concepts, identifying the research gap and highlighting the problems with the strategical computational approaches to address the ongoing challenges in bio-inspired models and algorithms. Given the range of topics covered, this book can be a valuable resource for students, researchers as well as practitioners interested in the rapidly evolving field of neurocomputing and biomedical data analytics.