Synaptic Circuits And Functions In Bio Inspired Integrated Architectures
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Synaptic Circuits And Functions In Bio Inspired Integrated Architectures
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Author : Ole Richter
language : en
Publisher: University of Groningen
Release Date : 2024-10-15
Synaptic Circuits And Functions In Bio Inspired Integrated Architectures written by Ole Richter and has been published by University of Groningen this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-15 with Technology & Engineering categories.
Based upon the most advanced human-made technology on this planet, CMOS integrated circuit technology, this dissertation examines the design of hardware components and systems to establish a technological foundation for the application of future breakthroughs in the intersection of AI and neuroscience. Humans have long imagined machines, robots, and computers that learn and display intelligence akin to animals and themselves. To advance the development of these machines, specialised research in custom-built hardware designed for specific types of computation, which mirrors the structure of powerful biological nervous systems, is especially important. This dissertation is driven by the quest to harness biological and artificial neural principles to enhance the efficiency, adaptability, and intelligence of electronic neurosynaptic and neuromorphic hardware systems. It investigates the hardware design of bio-inspired neural components and their integration into more extensive scale and efficient chip architectures suitable for edge processing and near-sensor environments. Exploring all steps to the creation of a custom chip, this work selectively surveys and advances the state-of-the-art in bio-inspired mixed-signal subthreshold integrated design for neurosynaptic systems in a practical fashion. Further, it presents a novel asynchronous digital convolutional neuronal network processing pipeline integrated with a vision sensor for smart sensing. In conclusion, it sets forth a series of open challenges and future directions for the field, emphasizing the need for a robust, future-proof base for bio-inspired design and the potential of asynchronous stream processor architectures.
Synaptic Circuits And Functions In Bio Inspired Integrated Architectures
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Author : Ole Richter
language : en
Publisher:
Release Date : 2024
Synaptic Circuits And Functions In Bio Inspired Integrated Architectures written by Ole Richter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
Brainware Bio Inspired Architecture And Its Hardware Implementation
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Author : Tsutomu Miki
language : en
Publisher: World Scientific
Release Date : 2001-02-19
Brainware Bio Inspired Architecture And Its Hardware Implementation written by Tsutomu Miki and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-02-19 with Computers categories.
The human brain, the ultimate intelligent processor, can handle ambiguous and uncertain information adequately. The implementation of such a human-brain architecture and function is called “brainware”. Brainware is a candidate for the new tool that will realize a human-friendly computer society. As one of the LSI implementations of brainware, a “bio-inspired” hardware system is discussed in this book.Consisting of eight enriched versions of papers selected from IIZUKA '98, this volume provides wide coverage, from neuronal function devices to vision systems, chaotic systems, and also an effective design methodology of hierarchical large-scale neural systems inspired by neuroscience. It can serve as a reference for graduate students and researchers working in the field of brainware. It is also a source of inspiration for research towards the realization of a silicon brain.
Memristive Devices For Brain Inspired Computing
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Author : Sabina Spiga
language : en
Publisher: Woodhead Publishing
Release Date : 2020-06-12
Memristive Devices For Brain Inspired Computing written by Sabina Spiga and has been published by Woodhead Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-12 with Technology & Engineering categories.
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
Bio Inspired Technology
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Author : Ruby Srivastava
language : en
Publisher: BoD – Books on Demand
Release Date : 2019-09-18
Bio Inspired Technology written by Ruby Srivastava and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-18 with Medical categories.
Biomimetic devices are designed and produced by materials, structures, and systems that are modelled on biological entities and processes. These devices are used to synthesize novel materials and their functions at the multiscale level for various applications. Molecular computing biological devices play a key role in the logical processing of the cellular machinery of all living organisms. This book includes information on both biomedical and technological applications of bioactive devices for hard tissue regeneration; design of chip-based disease diagnostic platforms; neuromorphic computing biomaterials that transfer techniques of neuroscience to a silicon chip; various top-down and bottom-up designs; and electrical characterization and transport mechanisms of DNA as nanowires.
Micro Electronic Circuit Design For High Performance Applications
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Author : Dr. S.Sathya
language : en
Publisher: RK Publication
Release Date : 2025-01-28
Micro Electronic Circuit Design For High Performance Applications written by Dr. S.Sathya and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-28 with Technology & Engineering categories.
Microelectronic Circuit Design for High-Performance Applications is a comprehensive that explores advanced circuit design principles tailored for high-speed, low-power, and efficient electronic systems. Topics such as semiconductor devices, analog and digital circuit design, signal integrity, and power management, the book provides in-depth insights into optimizing performance in modern electronic applications. It integrates theoretical foundations with practical design methodologies, making it valuable for engineers, researchers, and students involved in cutting-edge microelectronics. With a focus on emerging technologies, the addresses challenges in miniaturization, integration, and high-frequency operation, ensuring relevance in contemporary and future electronic design.
Engineering Applications Of Bio Inspired Artificial Neural Networks
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Author : Jose Mira
language : en
Publisher: Springer Science & Business Media
Release Date : 1999-05-19
Engineering Applications Of Bio Inspired Artificial Neural Networks written by Jose Mira 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 1999-05-19 with Computers categories.
This book constitutes, together with its compagnion LNCS 1606, the refereed proceedings of the International Work-Conference on Artificial and Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 91 revised papers presented were carefully reviewed and selected for inclusion in the book. This volume is devoted to applications of biologically inspired artificial neural networks in various engineering disciplines. The papers are organized in parts on artificial neural nets simulation and implementation, image processing, and engineering applications.
Advanced Memory Technology
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Author : Ye Zhou
language : en
Publisher: Royal Society of Chemistry
Release Date : 2023-10-09
Advanced Memory Technology written by Ye Zhou and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-09 with Technology & Engineering categories.
Advanced memory technologies are impacting the information era, representing a vibrant research area of huge interest in the electronics industry. The demand for data storage, computing performance and energy efficiency is increasing exponentially and will exceed the capabilities of current information technologies. Alternatives to traditional silicon technology and novel memory principles are expected to meet the need of modern data-intensive applications such as “big data” and artificial intelligence (AI). Functional materials or methodologies may find a key role in building novel, high speed and low power consumption computing and data storage systems. This book covers functional materials and devices in the data storage areas, alongside electronic devices with new possibilities for future computing, from neuromorphic next generation AI to in-memory computing. Summarizing different memory materials and devices to emphasize the future applications, graduate students and researchers can systematically learn and understand the design, materials characteristics, device operation principles, specialized device applications and mechanisms of the latest reported memory materials and devices.
Memristive Neuromorphics Materials Devices Circuits Architectures Algorithms And Their Co Design
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Author : Huanglong Li
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-21
Memristive Neuromorphics Materials Devices Circuits Architectures Algorithms And Their Co Design written by Huanglong Li and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-21 with Science categories.
Circuit Design For Modern Applications
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Author : A. Andrew Roobert
language : en
Publisher: CRC Press
Release Date : 2025-02-05
Circuit Design For Modern Applications written by A. Andrew Roobert and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-05 with Technology & Engineering categories.
This book offers a clear exploration of cutting-edge semiconductor circuit technologies and their practical applications. It covers topics like advanced transistor design, low-power consumption techniques, and high-performance circuit design. Circuit Design for Modern Applications explores the recent innovations in semiconductor technology. Bandgap reference circuits, quad model transistors, voltagecontrolled oscillators, LDO regulators, power amplifiers, low noise amplifiers, operational amplifiers, low-power CNTFET-based quaternary multipliers, and STT MRAM-based cache memory for multicore systems are discussed. It points out the difficulties in designing CMOS analog and RF circuits for mmWave applications and looks into newly developed field-effect transistors for an alternate solution. Innovative devices such as III-V material-based HEMTs, and junctionless FETs are discussed. The book also looks at creative ways to improve circuit performance and energy efficiency, which is a useful resource for academics, researchers, and industry experts working in semiconductors. This book will help the readers to stay on the cutting edge of contemporary circuit design technologies, covering various topics from fundamental circuit design to high-performance circuits.