Learning on Silicon - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning on Silicon write by G. Cauwenberghs. This book was released on 1999-06-30. Learning on Silicon available in PDF, EPUB and Kindle. Learning on Silicon combines models of adaptive information processing in the brain with advances in microelectronics technology and circuit design. The premise is to construct integrated systems not only loaded with sufficient computational power to handle demanding signal processing tasks in sensory perception and pattern recognition, but also capable of operating autonomously and robustly in unpredictable environments through mechanisms of adaptation and learning. This edited volume covers the spectrum of Learning on Silicon in five parts: adaptive sensory systems, neuromorphic learning, learning architectures, learning dynamics, and learning systems. The 18 chapters are documented with examples of fabricated systems, experimental results from silicon, and integrated applications ranging from adaptive optics to biomedical instrumentation. As the first comprehensive treatment on the subject, Learning on Silicon serves as a reference for beginners and experienced researchers alike. It provides excellent material for an advanced course, and a source of inspiration for continued research towards building intelligent adaptive machines.
Artificial Neural Networks and Machine Learning -- ICANN 2012
Artificial Neural Networks and Machine Learning -- ICANN 2012 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Neural Networks and Machine Learning -- ICANN 2012 write by Alessandro Villa. This book was released on 2012-09-19. Artificial Neural Networks and Machine Learning -- ICANN 2012 available in PDF, EPUB and Kindle. The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.
Silicon Literacies
Silicon Literacies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Silicon Literacies write by Ilana Snyder. This book was released on 2005-06-29. Silicon Literacies available in PDF, EPUB and Kindle. Electronic communication is radically altering literacy practices. Silicon Literacies unravels the key features of the new communication order to explore the social, cultural and educational impact of silicon literacy practices. Written by leading international scholars from a range of disciplines, the essays in this collection examine the implications of text produced on a keyboard, visible on a screen and transmitted through a global network of computers. The book covers topics as diverse as role-playing in computer games, the use of graphic symbols in on-screen texts and Internet degree programmes to reveal that being literate is to do with understanding how different modalities combine to create meaning. Recognizing that reading and writing are only part of what people have to learn to be literate, the contributors enhance our understanding of the ways in which the use of new technologies influence, shape and sometimes transform literacy practices.
Embedded Deep Learning
Embedded Deep Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Embedded Deep Learning write by Bert Moons. This book was released on 2018-10-23. Embedded Deep Learning available in PDF, EPUB and Kindle. This book covers algorithmic and hardware implementation techniques to enable embedded deep learning. The authors describe synergetic design approaches on the application-, algorithmic-, computer architecture-, and circuit-level that will help in achieving the goal of reducing the computational cost of deep learning algorithms. The impact of these techniques is displayed in four silicon prototypes for embedded deep learning. Gives a wide overview of a series of effective solutions for energy-efficient neural networks on battery constrained wearable devices; Discusses the optimization of neural networks for embedded deployment on all levels of the design hierarchy – applications, algorithms, hardware architectures, and circuits – supported by real silicon prototypes; Elaborates on how to design efficient Convolutional Neural Network processors, exploiting parallelism and data-reuse, sparse operations, and low-precision computations; Supports the introduced theory and design concepts by four real silicon prototypes. The physical realization’s implementation and achieved performances are discussed elaborately to illustrated and highlight the introduced cross-layer design concepts.
Silicon Integration of Learning Algorithm and Other Auto-adaptive Properties in a Digital Feedback Neural Network
Silicon Integration of Learning Algorithm and Other Auto-adaptive Properties in a Digital Feedback Neural Network - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Silicon Integration of Learning Algorithm and Other Auto-adaptive Properties in a Digital Feedback Neural Network write by P. Y. Alla. This book was released on 1990. Silicon Integration of Learning Algorithm and Other Auto-adaptive Properties in a Digital Feedback Neural Network available in PDF, EPUB and Kindle.
