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Graphical models :foundations of neural computation
"A Bradford book."Graphical models use graphs to represent and manipulate joint probability distributions. They have their roots in artificial intelligence, statistics, and neural networks. The clean mathematical formalism of the graphical models framework makes it possible to understand a wide variety of network-based approaches to computation, and in particular to understand many neural netwo…
- Edition
- -
- ISBN/ISSN
- 0262291207
- Collation
- 1 online resource (xxiv, 421 pages) : illustrations
- Series Title
- Computational Neuroscience Series
- Call Number
- -
Visual Cortex and Deep Networks: Learning Invariant Representations
A mathematical framework that describes learning of invariant representations in the ventral stream, offering both theoretical development and applications.The ventral visual stream is believed to underlie object recognition in primates. Over the past fifty years, researchers have developed a series of quantitative models that are increasingly faithful to the biological architecture. Recently, …
- Edition
- -
- ISBN/ISSN
- 9780262336710
- Collation
- 1 online resource (xiv, 118 pages) :illustrations.
- Series Title
- -
- Call Number
- -
Qualitative Analysis and Control of Complex Neural Networks with Delays
Dengan berkembangnya teori neural networks, banyak model dan konsep stabilitas telah berkembang. neural networks berulang (RNN), yang dikenal karena perannya dalam memori asosiatif dan penyimpanan informasi, merupakan contoh evolusi ini. Kaitan antara neural networks tiruan (JST) dan neural networks biologis (BNN) menggarisbawahi gagasan bahwa JST, meskipun versi BNN yang disederhanakan secara …
- Edition
- 34
- ISBN/ISSN
- 978-3-662-47484-6
- Collation
- -
- Series Title
- Studies in Systems, Decision and Control
- Call Number
- 006.32 WAN q
I of the vortex : from neurons to self
"A Bradford book."In I of the Vortex, Rodolfo Llinas, a founding father of modern brain science, presents an original view of the evolution and nature of mind. According to Llinas, the 'mindness state' evolved to allow predictive interactions between mobile creatures and their environment. He illustrates the early evolution of mind through a primitive animal called the 'sea squirt.' The mobile …
- Edition
- 1st ed.
- ISBN/ISSN
- 9780262278454
- Collation
- 1 online resource (x, 302 pages) : illustrations
- Series Title
- -
- Call Number
- 100 LLI i
Immunological bioinformatics
"This book offers a description of bioinformatics techniques as they are applied to immunology, including a succinct account of the main biological concepts for students and researchers with backgrounds in mathematics, statistics, and computer science as well as explanations of the new data-driven algorithms in the context of biological data that will be useful of immunologists, biologists, and…
- Edition
- -
- ISBN/ISSN
- 9780262323338
- Collation
- 1 online resource (xii, 296 pages, 24 unnumbered pages of plates) : illustrations (some color).
- Series Title
- Computational Molecular Biology
- Call Number
- 001 LUN i
Networks of the brain
An integrative overview of network approaches to neuroscience explores the origins of brain complexity and the link between brain structure and function.OCLC-licensed vendor bibliographic record.
- Edition
- -
- ISBN/ISSN
- 9780262289788
- Collation
- 1 online resource (xi, 412 pages, 8 unnumbered pages of plates) :illustrations (some color)
- Series Title
- -
- Call Number
- -
Neural networks for pattern recognition
"A Bradford book.""Neural Networks for Pattern Recognition takes to a new level the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nig…
- Edition
- -
- ISBN/ISSN
- 0262290936
- Collation
- 1 online resource (xvii, 413 pages) :illustrations
- Series Title
- -
- Call Number
- -
Neural codes and distributed representations :foundations of neural computation
"A Bradford book."Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computations collects, by topic, the most significant papers that have appeared in the journal over the past nine years. The present volume focuses on neural codes and representations, topics of broad interest to neuroscientists and modelers. …
- Edition
- -
- ISBN/ISSN
- 9780262287562
- Collation
- 1 online resource (xxiii, 345 pages) :illustrations.
- Series Title
- -
- Call Number
- -
Neural network learning and expert systems
"Granino A. Kom has been a Professor of Electrical Engineering at the University of Arizona and has worked in the aerospace industry for a decade. He is the author of ten other engineering texts and handbooks.""A Bradford Book.""Most neural network programs for personal computers simply control a set of fixed, canned network-layer algorithms with pulldown menus. This new tutorial offers hands-o…
- Edition
- -
- ISBN/ISSN
- 0585040281
- Collation
- 1 online resource (xvi, 365 pages) :illustrations
- Series Title
- -
- Call Number
- -
Neural networks and natural intelligence
"A Bradford book."Stephen Grossberg and his colleagues at Boston University's Center for Adaptive Systems are producing some of the most exciting research in the neural network approach to making computers "think." Packed with real-time computer simulations and rigorous demonstrations of these phenomena, this book includes results on vision, speech, cognitive information processing; adaptive pa…
- Edition
- -
- ISBN/ISSN
- 9780262315937
- Collation
- 1 online resource (xi, 637 pages) :illustrations
- Series Title
- -
- Call Number
- -
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