This textbook is an introduction to systems and computational neuroscience with a special focus on cognition. It consists of three parts: Part I covers basic concepts and mathematical models of computational neuroscience, as well as cutting-edge top...Lasīt vairāk
This book provides an essential introduction to modeling the nervous system at various levels. Readers will learn about the intricate mechanisms of neural activity, receptive fields, neural networks, and information coding.The chapters cove...Lasīt vairāk
Unveil the next frontier in neurodegenerative disorder research with Integrating Neuroimaging, Computational Neuroscience, and Artificial Intelligence. This groundbreaking book goes beyond traditional approaches, utilizing the power of interdiscip...Lasīt vairāk
Is a computer simulation of a brain sufficient to make it intelligent? Do you need consciousness to have intelligence? Do you need to be alive to have consciousness? This book has a dual purpose. First, it provides a multi-disciplinary research su...Lasīt vairāk
This book provides novel insights into the study of empirical computational approaches in the field of Cultural Neuroscience. It discusses and analyses topics such as cultural intelligence, cultural machine learning, cultural brain dynamics, and c...Lasīt vairāk
This book includes peer-reviewed articles from the 1st International Conference on Intelligent Healthcare and Computational Neural Modelling (ICIHCNN2022), held on November 30, 2022, at Dehradun, India. It covers the latest research trends...Lasīt vairāk
David Sterratt, Bruce Graham, Andrew Gillies, Gaute Einevoll, David Willshaw
(Izdošanas datums: 05-Oct-2023, Hardback, Izdevniecība: Cambridge University Press, ISBN-13: 9781108483148)
Taking a step-by-step approach to modelling neurons and neural circuitry, this textbook teaches students how to use computational techniques to understand the nervous system at all levels, using case studies throughout to illustrate fundamental princ...Lasīt vairāk
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...Lasīt vairāk
Focuses on the convergence of AI with brain-inspired intelligence. The book presents research on brain-inspired cognitive machines with vision, audition, language processing, and thinking capabilities. Topics covered include data analysis tools, kno...Lasīt vairāk
This book develops and details a rigorous, canonical modeling approach for analyzing spatio-temporal brain wave dynamics. The nonlinear, nonstationary behavior of brain wave measures and general uncertainty associated with the brain makes it dif...Lasīt vairāk
In the new edition of Neural Assemblies, the author places his original ideas and motivations within the framework of modern and cognitive neuroscience and gives a short and focused overview of the development of computational neuroscience and art...Lasīt vairāk
(Izdošanas datums: 13-Dec-2021, Hardback, Izdevniecība: Business Science Reference, ISBN-13: 9781799874331)
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 informati...Lasīt vairāk
The book bridges the gap between computer scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosc...Lasīt vairāk
This book brings together a selection of papers by George Gerstein, representing his long-term endeavor of making neuroscience into a more rigorous science inspired by physics, where he had his roots. Professor Gerstein was many years ahead of the ?e...Lasīt vairāk
Retinal Computation summarizes current progress in defining the computations performed by the retina, also including the synaptic and circuit mechanisms by which they are implemented. Each chapter focuses on a single retinal computation tha...Lasīt vairāk
Brain and Behavior Computing provides an insight into the functions of the human brain. This book provides emphasis on brain and behavior computing with different modalities available such as signal and image processing, data science, statistics, di...Lasīt vairāk
(Izdošanas datums: 04-May-2021, Hardback, Izdevniecība: Columbia University Press, ISBN-13: 9780231196048)
Whether we realize it or not, we think of our brains as computers. In neuroscience, the metaphor of the brain as a computer has defined the field for much of the modern era. But as neuroscientists increasingly reevaluate their assumptions about how...Lasīt vairāk
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Grace Lindsay reveals the value of describing the machinery of neuroscience using the elegant language of mathematics.The brain is made up of 85 billion neurons, which are connected by over 100 trillion synapses. For over a century,...Lasīt vairāk
This book seeks to interpret connections between the machine brain, mind and vision in an alternative way and promote future research into the Interdisciplinary Evolution of Machine Brain (IEMB). It gathers novel research on IEMB, and offers reade...Lasīt vairāk
This book aims to illuminate theoretical and methodological advances in computational cultural neuroscience and the implications of these advances for philosophy. Philosophical studies in computational cultural neuroscience introduce core considerat...Lasīt vairāk
