Thinking Machines
  • Author : Shigeyuki Takano
  • Release Date : 27 March 2021
  • Publisher : Academic Press
  • Genre : Computers
  • Pages : 322
  • ISBN 13 : 9780128182802

Download Thinking Machines eBook in PDF, Epub and Kindle

Book Description: 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

Thinking Machines

Thinking Machines

Author : Shigeyuki Takano
Publisher : Academic Press
Genre : Computers
Get Book

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 ...

The Promise of Neural Networks

The Promise of Neural Networks

Author : J.G. Taylor
Publisher : Springer Science & Business Media
Genre : Computers
Get Book

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 ...

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
Genre : Science
Get Book

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 ...

Handbook of Neural Computation

Handbook of Neural Computation

Author : Emile Fiesler,Russell Beale
Publisher : CRC Press
Genre : Computers
Get Book

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
Genre : Computers
Get Book

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
Genre : Computers
Get Book

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 ...

Information and Classification

Information and Classification

Author : Otto Opitz,Berthold Lausen,RĂ¼diger Klar
Publisher : Springer Science & Business Media
Genre : Business & Economics
Get Book

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 ...

Creating Internet Intelligence

Creating Internet Intelligence

Author : Ben Goertzel
Publisher : Springer Science & Business Media
Genre : Computers
Get Book

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 ...

The Path to Posthumanity

The Path to Posthumanity

Author : Ben Goertzel,Stephan Vladimir Bugaj
Publisher : Academica Press,LLC
Genre : Computers
Get Book

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....

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
Genre : Computers
Get Book

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 ...

An Introduction to Neural Networks

An Introduction to Neural Networks

Author : Kevin Gurney
Publisher : CRC Press
Genre : Computers
Get Book

Though mathematical ideas underpin the study of neural networks, the author presents the fundamentals without the full mathematical apparatus. All aspects of the field are tackled, including artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory ...

WCNN 96  San Diego  California  U S A

WCNN 96 San Diego California U S A

Author : International Neural Network Society
Publisher : Psychology Press
Genre : Computers
Get Book

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....