Thinking Machines

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  • Publisher : Academic Press
  • Release : 27 March 2021
  • ISBN : 9780128182802
  • Page : 322 pages
  • Rating : 4.5/5 from 103 voters

Thinking Machines Book PDF summary

Thinking Machines: Machine Learning and Its Hardware Implementation covers the theory and application of machine learning, neuromorphic computing and neural networks. This is the first book that focuses on machine learning accelerators and hardware development for machine learning. It presents not only a summary of the latest trends and examples of machine learning hardware and basic knowledge of machine learning in general, but also the main issues involved in its implementation. Readers will learn what is required for the design of machine learning hardware for neuromorphic computing and/or neural networks. This is a recommended book for those who have basic knowledge of machine learning or those who want to learn more about the current trends of machine learning. Presents a clear understanding of various available machine learning hardware accelerator solutions that can be applied to selected machine learning algorithms Offers key insights into the development of hardware, from algorithms, software, logic circuits, to hardware accelerators Introduces the baseline characteristics of deep neural network models that should be treated by hardware as well Presents readers with a thorough review of past research and products, explaining how to design through ASIC and FPGA approaches for target machine learning models Surveys current trends and models in neuromorphic computing and neural network hardware architectures Outlines the strategy for advanced hardware development through the example of deep learning accelerators

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Thinking Machines

Thinking Machines
  • Author : Shigeyuki Takano
  • Publisher : Academic Press
  • Release Date : 2021-03-27
  • ISBN : 9780128182802
DOWNLOAD BOOKThinking Machines

Thinking Machines: Machine Learning and Its Hardware Implementation covers the theory and application of machine learning, neuromorphic computing and neural networks. This is the first book that focuses on machine learning accelerators and hardware development for machine learning. It presents not only a summary of the latest trends and examples of machine learning hardware and basic knowledge of machine learning in general, but also the main issues involved in its implementation. Readers will learn what is required for the design

The Promise of Neural Networks

The Promise of Neural Networks
  • Author : J.G. Taylor
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • ISBN : 9781447103950
DOWNLOAD BOOKThe Promise of Neural Networks

This book is the product of a 15-month intensive investigation of the European artificial network scene, together with a view of the broader framework of the subject in a world context. It could not have been completed in such a remarkably short time, and so effectively, without the dedicated efforts of Louise Turner, the DEANNA secretary, and Geoff Chappell, the DEANNA researcher, at the Centre for Neural Networks, King's College, London. I would like to take this opportunity to thank

Brainmakers: How Scientists Moving Beyond Computers Create Rival to Humn Brain

Brainmakers: How Scientists Moving Beyond Computers Create Rival to Humn Brain
  • Author : David H. Freedman
  • Publisher : Simon and Schuster
  • Release Date : 2010-06-15
  • ISBN : 1439142793
DOWNLOAD BOOKBrainmakers: How Scientists Moving Beyond Computers Create Rival to Humn Brain

A fascinating tour behind the scenes at laboratories around the world as top researchers race to create revolutionary "thinking machines" that may one day lead to a new form of intelligence. Join David Freedman as he takes you on a fascinating tour behind the scenes at laboratories around the world as top researchers race to create revolutionary "thinking machines" that may one day lead to a new form of intelligence. The subject of fantasy and skepticism for centuries—from William

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Emile Fiesler,Russell Beale
  • Publisher : CRC Press
  • Release Date : 2020-01-15
  • ISBN : 9781420050646
DOWNLOAD BOOKHandbook of Neural Computation

The Handbook of Neural Computation is a practical, hands-on guide to the design and implementation of neural networks used by scientists and engineers to tackle difficult and/or time-consuming problems. The handbook bridges an information pathway between scientists and engineers in different disciplines who apply neural networks to similar probl

Shape Recognition

Shape Recognition
  • Author : Omid Omidvar
  • Publisher : Intellect Books
  • Release Date : 1999
  • ISBN : 1567503284
DOWNLOAD BOOKShape Recognition

This text reviews current research in natural and synthetic neural networks, as well as reviews in modeling, analysis, design, and development of neural networks in software and hardware areas.

The Hidden Pattern

The Hidden Pattern
  • Author : Ben Goertzel
  • Publisher : Universal-Publishers
  • Release Date : 2006
  • ISBN : 9781581129892
DOWNLOAD BOOKThe Hidden Pattern

The Hidden Pattern presents a novel philosophy of mind, intended to form a coherent conceptual framework within which it is possible to understand the diverse aspects of mind and intelligence in a unified way. The central concept of the philosophy presented is the concept of "pattern": minds and the world they live in and co-create are viewed as patterned systems of patterns, evolving over time, and various aspects of subjective experience and individual and social intelligence are analyzed in detail

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • ISBN : UIUC:30112078757413
DOWNLOAD BOOKScientific and Technical Aerospace Reports

Information and Classification

Information and Classification
  • Author : Otto Opitz,Berthold Lausen,Rüdiger Klar
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-13
  • ISBN : 9783642509742
DOWNLOAD BOOKInformation and Classification

In many fields of science and practice large amounts of data and informationare collected for analyzing and visualizing latent structures as orderings or classifications for example. This volume presents refereed and revised versions of 52 papers selected from the contributions of the 16th AnnualConference of the "German Classification Society". The papers are organized in three major sections on Data Analysis and Classification (1), InformationRetrieval, Knowledge Processing and Software (2), Applications and Special Topics (3). Moreover, the papers were grouped and ordered within the major

Creating Internet Intelligence

Creating Internet Intelligence
  • Author : Ben Goertzel
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • ISBN : 9781461505617
DOWNLOAD BOOKCreating Internet Intelligence

Creating Internet Intelligence is an interdisciplinary treatise exploring the hypothesis that global computer and communication networks will one day evolve into an autonomous intelligent system, and making specific recommendations as to what engineers and scientists can do today to encourage and shape this evolution. A general theory of intelligent systems is described, based on the author's previous work; and in this context, the specific notion of Internet intelligence is fleshed out, in its commercial, social, psychological, computer-science, philosophical, and theological

The Path to Posthumanity

The Path to Posthumanity
  • Author : Ben Goertzel,Stephan Vladimir Bugaj
  • Publisher : Academica Press,LLC
  • Release Date : 2006
  • ISBN : 9781930901957
DOWNLOAD BOOKThe Path to Posthumanity

Describing the near future technologies and scientific changes that will affect human life in the next 25 years, this book covers key topics in artificial intelligence, as well as looking at computing and biotechnology.

Deep Learning for Computer Architects

Deep Learning for Computer Architects
  • Author : Brandon Reagen,Robert Adolf,Paul Whatmough,Gu-Yeon Wei,David Brooks
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2017-08-22
  • ISBN : 9781681731728
DOWNLOAD BOOKDeep Learning for Computer Architects

This is a primer written for computer architects in the new and rapidly evolving field of deep learning. It reviews how machine learning has evolved since its inception in the 1960s and tracks the key developments leading up to the emergence of the powerful deep learning techniques that emerged in the last decade. Machine learning, and specifically deep learning, has been hugely disruptive in many fields of computer science. The success of deep learning techniques in solving notoriously difficult classification

From Animals to Animats 2

From Animals to Animats 2
  • Author : Jean-Arcady Meyer,H. L. Roitblat,Stewart W. Wilson,Stewart W Wilson
  • Publisher : MIT Press
  • Release Date : 1993
  • ISBN : 0262631490
DOWNLOAD BOOKFrom Animals to Animats 2

More than sixty contributions in From Animals to Animats 2 byresearchers in ethology, ecology, cybernetics, artificial intelligence, robotics, and related fieldsinvestigate behaviors and the underlying mechanisms that allow animals and, potentially, robots toadapt and survive in uncertain environments. Jean-Arcady Meyer is Director of Research, CNRS, Paris.Herbert L. Roitblat is Professor of Psychology at the University of Hawaii at Manoa. Stewart W.Wilson is a scientist at The Rowland Institute for Science, Cambridge,Massachusetts. Topics covered: The Animat Approach to Adaptive

WCNN'96, San Diego, California, U.S.A.

WCNN'96, San Diego, California, U.S.A.
  • Author : International Neural Network Society
  • Publisher : Psychology Press
  • Release Date : 1996
  • ISBN : 0805826084
DOWNLOAD BOOKWCNN'96, San Diego, California, U.S.A.

Centered around major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Neural Networks Theory, Technology, and Applications

Neural Networks Theory, Technology, and Applications
  • Author : Patrick K. Simpson
  • Publisher : Institute of Electrical & Electronics Engineers(IEEE)
  • Release Date : 1996
  • ISBN : UOM:39015038570357
DOWNLOAD BOOKNeural Networks Theory, Technology, and Applications

Bio-Inspired Artificial Intelligence

Bio-Inspired Artificial Intelligence
  • Author : Dario Floreano,Claudio Mattiussi
  • Publisher : MIT Press
  • Release Date : 2008-08-22
  • ISBN : 9780262062718
DOWNLOAD BOOKBio-Inspired Artificial Intelligence

A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures. New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of