Futuristic Design And Intelligent Computational Techniques In Neuroscience And Neuroengineering

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Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering

Author : Singh, Harjit Pal
Publisher : IGI Global
ISBN 13 : 1799874346
Total Pages : 253 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering by : Singh, Harjit Pal

Download or read book Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering written by Singh, Harjit Pal and published by IGI Global. This book was released on 2022-01-07 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each day, novel neuroscientific findings show that researchers are focusing on developing advanced smart hardware designs and intelligent computational models to imitate the human brain’s computational abilities. The advancements in smart materials provide a significant role in inventing intelligent bioelectronic device designs with smart features such as accuracy, low power consumption, and more. These advanced and intelligent computing models through machine and smart deep learning algorithms help to understand the information processing capabilities of the human brain with optimum accuracy. Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering highlights advanced computational models and hardware designs in neurology and integration of mathematical physical, biological, chemical, and engineering models to mimic brain functions; discovers new technological diagnosis techniques; and achieves high accuracy in learning models to better understand the functioning of the human brain. Providing rich information on brain-computer interfacing, gamification in children, and vestibular rehabilitation, this text acts as an essential resource for experts in electrophysiological studies, neurologists, neuro-physiotherapists, neuro-radiologists, intelligent system developers, bio-software and hardware developers, neuro database collectors, electro-physiologists, professors associated with neurology, psychiatrists, engineers, scientists, and students from academia and industry involved in interdisciplinary approaches to neurology.

Computational Intelligence and Applications for Pandemics and Healthcare

Author : Kshatri, Sapna Singh
Publisher : IGI Global
ISBN 13 : 1799898334
Total Pages : 357 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Computational Intelligence and Applications for Pandemics and Healthcare by : Kshatri, Sapna Singh

Download or read book Computational Intelligence and Applications for Pandemics and Healthcare written by Kshatri, Sapna Singh and published by IGI Global. This book was released on 2022-04-08 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the COVID-19 pandemic, computational intelligence and computer-aided diagnosis (CAD) systems have supported the effective treatment of the virus. Artificial intelligence (AI) has been playing a significant role in the rapidly emerging healthcare sector in terms of CAD, software algorithms, hardware implementation, and applications in the medical field. Through this, the constraints of the traditional system must be addressed to innovate and shed light on emerging healthcare technologies. Computational Intelligence and Applications for Pandemics and Healthcare explores the state-of-the-art computational intelligence approaches in medical data and classifies existing computational techniques used in medical areas. It discusses the tactics and methods as well as the limitations and performances of computational intelligence applications for healthcare. The constraints of traditional healthcare systems are addressed by using CAD and computationally-intelligent medical data. Covering topics such as cloud-based monitoring systems, detection and diagnosis, and intelligent medical systems, this book is an excellent resource for computer scientists, government officials, medical students, medical professionals, hospitals, researchers, and academicians.

Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines

Author : Garcia, Manuel B.
Publisher : IGI Global
ISBN 13 : 1668471655
Total Pages : 470 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines by : Garcia, Manuel B.

Download or read book Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines written by Garcia, Manuel B. and published by IGI Global. This book was released on 2023-03-13 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Instructional technologies used to be optional and supplemental pedagogical tools until the global health crisis of 2020 compelled education systems to rely on digital devices and services to guarantee academic continuity. Suddenly, the contemporary principles and practices utilized in delivering health education curricula were insufficient and ineffective. Acknowledging the vital role of technology in shaping the future of education, there is now a greater demand to foster innovative interventions and continuous improvement in strategies, methodologies, and systems to empower learners, educators, and leaders in the digital age. This paradigm shift requires a fundamental transformation in the way we approach teaching and learning, and a willingness to embrace new approaches and tools that can enhance the quality of education and support student success. The Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines provides comprehensive coverage of innovative methods and strategies to produce the next generation of health professionals. The book lays the groundwork for implementable teaching and learning models that facilitate knowledge acquisition, enhance perceptual variation, improve skill coordination, and develop a scientific and technological mindset. Each chapter provides an in-depth examination of instructional technologies contextualized in various medical and health domains, including nursing, physiotherapy, radiology, neurophysiology, physical health, dentistry, clinical medicine, and more. This reference work is a must-read for all stakeholders in health education and related fields, including educators, students, researchers, administrators, and healthcare professionals.

Big Data Analytics and Artificial Intelligence in the Healthcare Industry

Author : Machado, José
Publisher : IGI Global
ISBN 13 : 1799891739
Total Pages : 360 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Big Data Analytics and Artificial Intelligence in the Healthcare Industry by : Machado, José

Download or read book Big Data Analytics and Artificial Intelligence in the Healthcare Industry written by Machado, José and published by IGI Global. This book was released on 2022-04-29 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing new approaches and reliable enabling technologies in the healthcare industry is needed to enhance our overall quality of life and lead to a healthier, innovative, and secure society. Further study is required to ensure these current technologies, such as big data analytics and artificial intelligence, are utilized to their utmost potential and are appropriately applied to advance society. Big Data Analytics and Artificial Intelligence in the Healthcare Industry discusses technologies and emerging topics regarding reliable and innovative solutions applied to the healthcare industry and considers various applications, challenges, and issues of big data and artificial intelligence for enhancing our quality of life. Covering a range of topics such as electronic health records, machine learning, and e-health, this reference work is ideal for healthcare professionals, computer scientists, data analysts, researchers, practitioners, scholars, academicians, instructors, and students.

Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry

Author : Carrillo-Cedillo, Eugenia Gabriela
Publisher : IGI Global
ISBN 13 : 1799896153
Total Pages : 298 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry by : Carrillo-Cedillo, Eugenia Gabriela

Download or read book Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry written by Carrillo-Cedillo, Eugenia Gabriela and published by IGI Global. This book was released on 2022-03-18 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quality control in pharmaceutical products and medical devices is vital for users as failing to comply with national and international regulations can lead to accidents that could easily be avoided. For this reason, manufacturing a quality medical product will support patient safety. Microbiologists working in both the pharmaceutical and medical device industries face considerable challenges in keeping abreast of the myriad microbiological references available to them and the continuously evolving regulatory requirements. Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry presents the importance of quality control in pharmaceutical products and medical devices, which must have very high-quality standards to not cause problems to the health of patients. It reinforces and updates the knowledge of analytical, instrumental, and biological methods to demonstrate the correct quality control and good manufacturing practice for pharmaceutical products and medical devices. Covering topics such as pharmaceutical nano systems, machine learning, and software validation, this book is an essential resource for managers, engineers, supervisors, pharmacists, chemists, academicians, and researchers.

Cases on Virtual Reality Modeling in Healthcare

Author : Tang, Yuk Ming
Publisher : IGI Global
ISBN 13 : 179988791X
Total Pages : 308 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Cases on Virtual Reality Modeling in Healthcare by : Tang, Yuk Ming

Download or read book Cases on Virtual Reality Modeling in Healthcare written by Tang, Yuk Ming and published by IGI Global. This book was released on 2021-12-17 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Virtual reality (VR) provides immersive stereoscopic visualization of virtual environments, and the visualization effect and computer graphics are critical to enhancing the engagement of participants and achieving optimal education and training effectiveness. Constructing realistic 3D models and scenarios for a specific application of VR simulation is no easy task. There are many different tools for 3D modeling. However, many of the modeling tools are used for manufacturing and product design applications and have advanced features and functions which may not be applicable to different levels of users and various specializations. Cases on Virtual Reality Modeling in Healthcare introduces the use of Blender for VR 3D modeling, demonstrates healthcare applications, and examines potential uses in modeling, dressing, and animation in healthcare. Covering a range of topics such as cross reality, rehabilitation games, and augmented reality, this book is ideal for engineers, industry professionals, practitioners, researchers, academicians, instructors, and students.

Machine Learning for Neuroscience

Author : Chuck Easttom
Publisher : CRC Press
ISBN 13 : 1000907120
Total Pages : 306 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Machine Learning for Neuroscience by : Chuck Easttom

Download or read book Machine Learning for Neuroscience written by Chuck Easttom and published by CRC Press. This book was released on 2023-07-31 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the growing need for machine learning and data mining in neuroscience. The book offers a basic overview of the neuroscience, machine learning and the required math and programming necessary to develop reliable working models. The material is presented in a easy to follow user-friendly manner and is replete with fully working machine learning code. Machine Learning for Neuroscience: A Systematic Approach, tackles the needs of neuroscience researchers and practitioners that have very little training relevant to machine learning. The first section of the book provides an overview of necessary topics in order to delve into machine learning, including basic linear algebra and Python programming. The second section provides an overview of neuroscience and is directed to the computer science oriented readers. The section covers neuroanatomy and physiology, cellular neuroscience, neurological disorders and computational neuroscience. The third section of the book then delves into how to apply machine learning and data mining to neuroscience and provides coverage of artificial neural networks (ANN), clustering, and anomaly detection. The book contains fully working code examples with downloadable working code. It also contains lab assignments and quizzes, making it appropriate for use as a textbook. The primary audience is neuroscience researchers who need to delve into machine learning, programmers assigned neuroscience related machine learning projects and students studying methods in computational neuroscience.

Computational Techniques in Neuroscience

Author : Kamal Malik
Publisher : CRC Press
ISBN 13 : 100099421X
Total Pages : 186 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Computational Techniques in Neuroscience by : Kamal Malik

Download or read book Computational Techniques in Neuroscience written by Kamal Malik and published by CRC Press. This book was released on 2023-11-14 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: The text discusses the techniques of deep learning and machine learning in the field of neuroscience, engineering approaches to study the brain structure and dynamics, convolutional networks for fast, energy-efficient neuromorphic computing, and reinforcement learning in feedback control. It showcases case studies in neural data analysis. Features: Focuses on neuron modeling, development, and direction of neural circuits to explain perception, behavior, and biologically inspired intelligent agents for decision making Showcases important aspects such as human behavior prediction using smart technologies and understanding the modeling of nervous systems Discusses nature-inspired algorithms such as swarm intelligence, ant colony optimization, and multi-agent systems Presents information-theoretic, control-theoretic, and decision-theoretic approaches in neuroscience. Includes case studies in functional magnetic resonance imaging (fMRI) and neural data analysis This reference text addresses different applications of computational neuro-sciences using artificial intelligence, deep learning, and other machine learning techniques to fine-tune the models, thereby solving the real-life problems prominently. It will further discuss important topics such as neural rehabili-tation, brain-computer interfacing, neural control, neural system analysis, and neurobiologically inspired self-monitoring systems. It will serve as an ideal reference text for graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, information technology, and biomedical engineering.

Handbook of Research on Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering

Author : Vikas Khullar
Publisher :
ISBN 13 :
Total Pages : 253 pages
Book Rating : 4.:/5 (128 download)

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Book Synopsis Handbook of Research on Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering by : Vikas Khullar

Download or read book Handbook of Research on Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering written by Vikas Khullar and published by . This book was released on 2021 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research book include quality chapters on computational models, designs and multidisciplinary approaches for neurological diagnosis and treatment, offering a resource of neurological databases, computational intelligence, brain health informatics, effective analysis of neural functions and technological interventions.

Encyclopedia of Computational Neuroscience

Author : Dieter Jäger
Publisher : Springer
ISBN 13 : 9781071610046
Total Pages : 3663 pages
Book Rating : 4.6/5 (1 download)

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Book Synopsis Encyclopedia of Computational Neuroscience by : Dieter Jäger

Download or read book Encyclopedia of Computational Neuroscience written by Dieter Jäger and published by Springer. This book was released on 2022-04-26 with total page 3663 pages. Available in PDF, EPUB and Kindle. Book excerpt: The annual Computational Neuroscience Meeting (CNS) began in 1990 as a small workshop called Analysis and Modeling of Neural Systems. The goal of the workshop was to explore the boundary between neuroscience and computation. Riding on the success of several seminal papers, physicists had made "Neural Networks" fashionable, and soon the quantitative methods used in these abstract model networks started permeating the methods and ideas of experimental neuroscientists. Although experimental neurophysiological approaches provided many advances, it became increasingly evident that mathematical and computational techniques would be required to achieve a comprehensive and quantitative understanding of neural system function. “Computational Neuroscience” emerged to complement experimental neurophysiology. The Encyclopedia of Computational Neuroscience, published in conjunction with the Organization for Computational Neuroscience, will be an extensive reference work consultable by both researchers and graduate level students. It will be a dynamic, living reference, updatable and containing linkouts and multimedia content whenever relevant.

Computational Neuroscience

Author : Jianfeng Feng
Publisher :
ISBN 13 :
Total Pages : 650 pages
Book Rating : 4.6/5 (761 download)

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Book Synopsis Computational Neuroscience by : Jianfeng Feng

Download or read book Computational Neuroscience written by Jianfeng Feng and published by . This book was released on 2020-08-17 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does the brain work? After a century of research, we still lack a coherent view of how neurons process signals and control our activities. But as the field of computational neuroscience continues to evolve, we find that it provides a theoretical foundation and a set of technological approaches that can significantly enhance our understanding.Computational Neuroscience: A Comprehensive Approach provides a unified treatment of the mathematical theory of the nervous system and presents concrete examples demonstrating how computational techniques can illuminate difficult neuroscience problems. In chapters contributed by top researchers, the book introduces the basic mathematical concepts, then examines modeling at all levels, from single-channel and single neuron modeling to neuronal networks and system-level modeling. The emphasis is on models with close ties to experimental observations and data, and the authors review application of the models to systems such as olfactory bulbs, fly vision, and sensorymotor systems.Understanding the nature and limits of the strategies neural systems employ to process and transmit sensory information stands among the most exciting and difficult challenges faced by modern science. This book clearly shows how computational neuroscience has and will continue to help meet that challenge.

Computational Neuroscience

Author : Jianfeng Feng
Publisher : Chapman and Hall/CRC
ISBN 13 : 9781135440459
Total Pages : 656 pages
Book Rating : 4.4/5 (44 download)

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Book Synopsis Computational Neuroscience by : Jianfeng Feng

Download or read book Computational Neuroscience written by Jianfeng Feng and published by Chapman and Hall/CRC. This book was released on 2003-10-20 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does the brain work? After a century of research, we still lack a coherent view of how neurons process signals and control our activities. But as the field of computational neuroscience continues to evolve, we find that it provides a theoretical foundation and a set of technological approaches that can significantly enhance our understanding. Computational Neuroscience: A Comprehensive Approach provides a unified treatment of the mathematical theory of the nervous system and presents concrete examples demonstrating how computational techniques can illuminate difficult neuroscience problems. In chapters contributed by top researchers, the book introduces the basic mathematical concepts, then examines modeling at all levels, from single-channel and single neuron modeling to neuronal networks and system-level modeling. The emphasis is on models with close ties to experimental observations and data, and the authors review application of the models to systems such as olfactory bulbs, fly vision, and sensorymotor systems. Understanding the nature and limits of the strategies neural systems employ to process and transmit sensory information stands among the most exciting and difficult challenges faced by modern science. This book clearly shows how computational neuroscience has and will continue to help meet that challenge.

Nanotechnologies in Neuroscience and Neuroengineering

Author : Ioan Opris
Publisher : Frontiers Media SA
ISBN 13 : 2889636755
Total Pages : 328 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Nanotechnologies in Neuroscience and Neuroengineering by : Ioan Opris

Download or read book Nanotechnologies in Neuroscience and Neuroengineering written by Ioan Opris and published by Frontiers Media SA. This book was released on 2020-05-05 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Engineering

Author : Bin He
Publisher : Springer Science & Business Media
ISBN 13 : 1461452279
Total Pages : 801 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Neural Engineering by : Bin He

Download or read book Neural Engineering written by Bin He and published by Springer Science & Business Media. This book was released on 2013-01-09 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Engineering, 2nd Edition, contains reviews and discussions of contemporary and relevant topics by leading investigators in the field. It is intended to serve as a textbook at the graduate and advanced undergraduate level in a bioengineering curriculum. This principles and applications approach to neural engineering is essential reading for all academics, biomedical engineers, neuroscientists, neurophysiologists, and industry professionals wishing to take advantage of the latest and greatest in this emerging field.

Principles of Neural Science

Author : Eric R. Kandel
Publisher :
ISBN 13 : 9780838580684
Total Pages : 1135 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Principles of Neural Science by : Eric R. Kandel

Download or read book Principles of Neural Science written by Eric R. Kandel and published by . This book was released on 1991 with total page 1135 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Quantum Robotics

Author : Prateek Tandon
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627056858
Total Pages : 178 pages
Book Rating : 4.6/5 (27 download)

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Book Synopsis Quantum Robotics by : Prateek Tandon

Download or read book Quantum Robotics written by Prateek Tandon and published by Morgan & Claypool Publishers. This book was released on 2017-01-17 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantum robotics is an emerging engineering and scientific research discipline that explores the application of quantum mechanics, quantum computing, quantum algorithms, and related fields to robotics. This work broadly surveys advances in our scientific understanding and engineering of quantum mechanisms and how these developments are expected to impact the technical capability for robots to sense, plan, learn, and act in a dynamic environment. It also discusses the new technological potential that quantum approaches may unlock for sensing and control, especially for exploring and manipulating quantum-scale environments. Finally, the work surveys the state of the art in current implementations, along with their benefits and limitations, and provides a roadmap for the future.

XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016

Author : Efthyvoulos Kyriacou
Publisher : Springer
ISBN 13 : 3319327038
Total Pages : 1367 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016 by : Efthyvoulos Kyriacou

Download or read book XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016 written by Efthyvoulos Kyriacou and published by Springer. This book was released on 2016-03-31 with total page 1367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of Medicon 2016, held in Paphos, Cyprus. Medicon 2016 is the XIV in the series of regional meetings of the International Federation of Medical and Biological Engineering (IFMBE) in the Mediterranean. The goal of Medicon 2016 is to provide updated information on the state of the art on Medical and Biological Engineering and Computing under the main theme “Systems Medicine for the Delivery of Better Healthcare Services”. Medical and Biological Engineering and Computing cover complementary disciplines that hold great promise for the advancement of research and development in complex medical and biological systems. Research and development in these areas are impacting the science and technology by advancing fundamental concepts in translational medicine, by helping us understand human physiology and function at multiple levels, by improving tools and techniques for the detection, prevention and treatment of disease. Medicon 2016 provides a common platform for the cross fertilization of ideas, and to help shape knowledge and scientific achievements by bridging complementary disciplines into an interactive and attractive forum under the special theme of the conference that is Systems Medicine for the Delivery of Better Healthcare Services. The programme consists of some 290 invited and submitted papers on new developments around the Conference theme, presented in 3 plenary sessions, 29 parallel scientific sessions and 12 special sessions.