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Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics

Web Microanalysis of Big Image Data (Hardcover, 1st ed. 2018): Peter Bajcsy, Joe Chalfoun, Mylene Simon Web Microanalysis of Big Image Data (Hardcover, 1st ed. 2018)
Peter Bajcsy, Joe Chalfoun, Mylene Simon
R1,430 Discovery Miles 14 300 Ships in 18 - 22 working days

This book looks at the increasing interest in running microscopy processing algorithms on big image data by presenting the theoretical and architectural underpinnings of a web image processing pipeline (WIPP). Software-based methods and infrastructure components for processing big data microscopy experiments are presented to demonstrate how information processing of repetitive, laborious and tedious analysis can be automated with a user-friendly system. Interactions of web system components and their impact on computational scalability, provenance information gathering, interactive display, and computing are explained in a top-down presentation of technical details. Web Microanalysis of Big Image Data includes descriptions of WIPP functionalities, use cases, and components of the web software system (web server and client architecture, algorithms, and hardware-software dependencies). The book comes with test image collections and a web software system to increase the reader's understanding and to provide practical tools for conducting big image experiments. By providing educational materials and software tools at the intersection of microscopy image analyses and computational science, graduate students, postdoctoral students, and scientists will benefit from the practical experiences, as well as theoretical insights. Furthermore, the book provides software and test data, empowering students and scientists with tools to make discoveries with higher statistical significance. Once they become familiar with the web image processing components, they can extend and re-purpose the existing software to new types of analyses. Each chapter follows a top-down presentation, starting with a short introduction and a classification of related methods. Next, a description of the specific method used in accompanying software is presented. For several topics, examples of how the specific method is applied to a dataset (parameters, RAM requirements, CPU efficiency) are shown. Some tips are provided as practical suggestions to improve accuracy or computational performance.

Csound - A Sound and Music Computing System (Hardcover, 1st ed. 2016): Victor Lazzarini, Steven Yi, John Ffitch, Joachim... Csound - A Sound and Music Computing System (Hardcover, 1st ed. 2016)
Victor Lazzarini, Steven Yi, John Ffitch, Joachim Heintz, Oyvind Brandtsegg, …
R3,991 Discovery Miles 39 910 Ships in 10 - 15 working days

This rigorous book is a complete and up-to-date reference for the Csound system from the perspective of its main developers and power users. It explains the system, including the basic modes of operation and its programming language; it explores the many ways users can interact with the system, including the latest features; and it describes key applications such as instrument design, signal processing, and creative electronic music composition. The Csound system has been adopted by many educational institutions as part of their undergraduate and graduate teaching programs, and it is used by practitioners worldwide. This book is suitable for students, lecturers, composers, sound designers, programmers, and researchers in the areas of music, sound, and audio signal processing.

Functional Statistics and Applications - Selected Papers from MICPS-2013 (Hardcover, 1st ed. 2015): Elias Ould Said, Idir... Functional Statistics and Applications - Selected Papers from MICPS-2013 (Hardcover, 1st ed. 2015)
Elias Ould Said, Idir Ouassou, Mustapha Rachdi
R4,832 R3,268 Discovery Miles 32 680 Save R1,564 (32%) Ships in 10 - 15 working days

This volume, which highlights recent advances in statistical methodology and applications, is divided into two main parts. The first part presents theoretical results on estimation techniques in functional statistics, while the second examines three key areas of application: estimation problems in queuing theory, an application in signal processing, and the copula approach to epidemiologic modelling. The book's peer-reviewed contributions are based on papers originally presented at the Marrakesh International Conference on Probability and Statistics held in December 2013.

Novel Optical Technologies for Nanofabrication (Hardcover, 2014 ed.): Qian Liu, Xuanming Duan, Changsi Peng Novel Optical Technologies for Nanofabrication (Hardcover, 2014 ed.)
Qian Liu, Xuanming Duan, Changsi Peng
R2,680 Discovery Miles 26 800 Ships in 18 - 22 working days

Novel Optical Technologies for Nanofabrication describes recent advances made in micro/nanofabrication with super-resolution laser technologies, which are based on the latest research findings in the authors' groups. It focuses on new techniques and methods as well as applications and development trends in laser nanofabrication, including super-resolution laser direct writing, surface structures composed of laser path-guided wrinkle, three-dimensional laser nanofabrication based on two-photon absorption, and nanofabrication by laser interference and surface plasmon polaritons. This book serves as a reference for academic researchers, engineers, technical professionals and graduate students in the fields of micro/nanotechnology, thin film materials, super-resolution optics and laser techniques. Qian Liu is a Professor at Laboratory for Nanodevice, National Center for Nanoscience and Technology, China. Xuanming Duan is a Professor at the Key Laboratory of Functional Crystals and Laser Technology, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, China Changsi Peng is a Professor at the Institute of Information Optical Engineering, Soochow University, China.

From Fourier Analysis to Wavelets (Hardcover, 1st ed. 2015): Jonas Gomes, Luiz Velho From Fourier Analysis to Wavelets (Hardcover, 1st ed. 2015)
Jonas Gomes, Luiz Velho
R2,634 R1,836 Discovery Miles 18 360 Save R798 (30%) Ships in 10 - 15 working days

This text introduces the basic concepts of function spaces and operators, both from the continuous and discrete viewpoints. Fourier and Window Fourier Transforms are introduced and used as a guide to arrive at the concept of Wavelet transform. The fundamental aspects of multiresolution representation, and its importance to function discretization and to the construction of wavelets is also discussed. Emphasis is given on ideas and intuition, avoiding the heavy computations which are usually involved in the study of wavelets. Readers should have a basic knowledge of linear algebra, calculus, and some familiarity with complex analysis. Basic knowledge of signal and image processing is desirable. This text originated from a set of notes in Portuguese that the authors wrote for a wavelet course on the Brazilian Mathematical Colloquium in 1997 at IMPA, Rio de Janeiro.

Advances in Imaging and Electron Physics, Volume 171 (Hardcover, New): Peter W. Hawkes Advances in Imaging and Electron Physics, Volume 171 (Hardcover, New)
Peter W. Hawkes
R5,279 Discovery Miles 52 790 Ships in 10 - 15 working days

"Advances in Imaging and Electron Physics "merges two long-running serials--"Advances in Electronics and Electron Physics" and "Advances in Optical and Electron Microscopy."

This series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science and digital image processing, electromagnetic wave propagation, electron microscopy, and the computing methods used in all these domains.
Key features:

* Contributions from leading authorities * Informs and updates on all the latest developments in the field

Analysis and Transceiver Design for the MIMO Broadcast Channel (Hardcover, 2013 ed.): Raphael Hunger Analysis and Transceiver Design for the MIMO Broadcast Channel (Hardcover, 2013 ed.)
Raphael Hunger
R2,691 Discovery Miles 26 910 Ships in 18 - 22 working days

This book deals with the optimization-based joint design of the transmit and receive filters in MIMO broadcast channel in which the user terminals may be equipped with several antenna elements. Furthermore, the maximum performance of the system in the high power regime as well as the set of all feasible quality-of-service requirements is analyzed. First, a fundamental duality is derived that holds between the MIMO broadcast channel and virtual MIMO multiple access channel. This duality construct allows for the efficient solution of problems originally posed in the broadcast channel in the dual domain where a possibly hidden convexity can often be revealed. On the basis of the established duality result, the gradient-projection algorithm is introduced as a tool to solve constrained optimization problems to global optimality under certain conditions. The gradient-projection tool is then applied to solving the weighted sum rate maximization problem which is a central optimization that arises in any network utility maximization. In the high power regime, a simple characterization of the obtained performance becomes possible due to the fact that the weighted sum rate utility converges to an affine asymptote in the logarithmic power domain. We find closed form expressions for these asymptotes which allows for a quantification of the asymptotic rate loss that linear transceivers have to face with respect to dirty paper coding. In the last part, we answer the fundamental question of feasibility in quality-of-service based optimizations with inelastic traffic that features strict delay constraints. Under the assumption of linear transceivers, not every set of quality-of-service requirements might be feasible making the power minimization problem with given lower bound constraints on the rate for example infeasible in these cases. We derive a complete description of the quality-of-service feasibility region for arbitrary channel matrices.

Biomedical Optical Phase Microscopy and Nanoscopy (Hardcover, New): Natan Shaked, Zeev Zalevsky, Lisa L. Satterwhite Biomedical Optical Phase Microscopy and Nanoscopy (Hardcover, New)
Natan Shaked, Zeev Zalevsky, Lisa L. Satterwhite
R2,361 Discovery Miles 23 610 Ships in 10 - 15 working days

Written by leading optical phase microscopy experts, this book is a comprehensive reference to phase microscopy and nanoscopy techniques for biomedical applications, including differential interference contrast (DIC) microscopy, phase contrast microscopy, digital holographic microscopy, optical coherence tomography, tomographic phase microscopy, spectral-domain phase detection, and nanoparticle usage for phase nanoscopy

The Editors show biomedical and optical engineers how to use phase microscopy for visualizing unstained specimens, and support the theoretical coverage with applied content and examples on designing systems and interpreting results in bio- and nanoscience applications.
Provides a comprehensive overview of the principles and techniques of optical phase microscopy and nanoscopy with biomedical applications.

Tips/advice on building systems and working with advanced imaging biomedical techniques, including interpretation of phase images, and techniques for quantitative analysis based on phase microscopy.

Interdisciplinary approach that combines optical engineering, nanotechnology, biology and medical aspects of this topic. Each chapterincludes practical implementations and worked examples. "

Handbook of Laser Pulses (Hardcover): Juan Landers Handbook of Laser Pulses (Hardcover)
Juan Landers
R3,028 R2,743 Discovery Miles 27 430 Save R285 (9%) Ships in 18 - 22 working days
Ultrafast Dynamics Driven by Intense Light Pulses - From Atoms to Solids, from Lasers to Intense X-rays (Hardcover, 1st ed.... Ultrafast Dynamics Driven by Intense Light Pulses - From Atoms to Solids, from Lasers to Intense X-rays (Hardcover, 1st ed. 2015)
Markus Kitzler, Stefanie Grafe
R4,800 Discovery Miles 48 000 Ships in 10 - 15 working days

This book documents the recent vivid developments in the research field of ultrashort intense light pulses for probing and controlling ultrafast dynamics. The recent fascinating results in studying and controlling ultrafast dynamics in ever more complicated systems such as (bio-)molecules and structures of meso- to macroscopic sizes on ever shorter time-scales are presented. The book is written by some of the most eminent experimental and theoretical experts in the field. It covers the new groundbreaking research directions that were opened by the availability of new light sources such as fully controlled intense laser fields with durations down to a single oscillation cycle, short-wavelength laser-driven attosecond pulses and intense X-ray pulses from the upcoming free electron lasers. These light sources allowed the investigation of dynamics in atoms, molecules, clusters, on surfaces and very recently also in nanostructures and solids in new regimes of parameters which, in turn, led to the identification of completely new dynamics and methods for controlling it. Example topics covered by this book include the study of ultrafast processes in large molecules using attosecond pulses, control of ultrafast electron dynamics in solids with shaped femtosecond laser pulses, light-driven ultrafast plasmonic processes on surfaces and in nanostructures as well as research on atomic and molecular systems under intense X-ray radiation. This book is equally helpful for people who would like to step into this field (e.g. young researchers), for whom it provides a broad introduction, as well as for already experienced researchers who may enjoy the exhaustive discussion that covers the research on essentially all currently studied objects and with all available ultrafast pulse sources.

Alkaloids (Hardcover): Hailin Qin, Dequan Yu Alkaloids (Hardcover)
Hailin Qin, Dequan Yu; Contributions by Chemical Industry Press
R5,927 Discovery Miles 59 270 Ships in 10 - 15 working days

This 6 volume set presents a groundbreaking resource in this branch of natural organic compounds and demonstrates how proton nuclear magnetic resonance (NMR) spectroscopy can be manipulated in structures of natural organic compounds. The authors provide the most comprehensive data of 17 kinds amounting to over 10,000 natural organic compounds. The 1st volume mainly illustrates the molecular formula and structures of alkaloids.

Handbook of Gas Sensor Materials - Properties, Advantages and Shortcomings for Applications Volume 2: New Trends and... Handbook of Gas Sensor Materials - Properties, Advantages and Shortcomings for Applications Volume 2: New Trends and Technologies (Hardcover, 2014 ed.)
Ghenadii Korotcenkov
R4,117 Discovery Miles 41 170 Ships in 18 - 22 working days

The two volumes of Handbook of Gas Sensor Materials provide a detailed and comprehensive account of materials for gas sensors, including the properties and relative advantages of various materials. Since these sensors can be applied for the automation of myriad industrial processes, as well as for everyday monitoring of such activities as public safety, engine performance, medical therapeutics, and in many other situations, this handbook is of great value. Gas sensor designers will find a treasure trove of material in these two books.

Advanced Remote Sensing - Terrestrial Information Extraction and Applications (Hardcover): Shunlin Liang, Xiaowen Li, Jindi Wang Advanced Remote Sensing - Terrestrial Information Extraction and Applications (Hardcover)
Shunlin Liang, Xiaowen Li, Jindi Wang
R3,082 R2,777 Discovery Miles 27 770 Save R305 (10%) Ships in 10 - 15 working days

"Advanced Remote Sensing" is an application-based reference that provides a single source of mathematical concepts necessary for remote sensing data gathering and assimilation. It presents state-of-the-art techniques for estimating land surface variables from a variety of data types, including optical sensors such as RADAR and LIDAR. Scientists in a number of different fields including geography, geology, atmospheric science, environmental science, planetary science and ecology will have access to critically-important data extraction techniques and their virtually unlimited applications. While rigorous enough for the most experienced of scientists, the techniques are well designed and integrated, making the book s content intuitive, clearly presented, and practical in its implementation.

* Comprehensive overview of various practical methods and algorithms * Detailed description of the principles and procedures of the state-of-the-art algorithms * Real-world case studies open several chapters * More than 500 full-color figures and tables * Edited by top remote sensing experts with contributions from authors across the geosciences"

Advances in Low-Level Color Image Processing (Hardcover, 2014 ed.): M. Emre Celebi, Bogdan Smolka Advances in Low-Level Color Image Processing (Hardcover, 2014 ed.)
M. Emre Celebi, Bogdan Smolka
R3,276 R2,105 Discovery Miles 21 050 Save R1,171 (36%) Ships in 10 - 15 working days

Color perception plays an important role in object recognition and scene understanding both for humans and intelligent vision systems. Recent advances in digital color imaging and computer hardware technology have led to an explosion in the use of color images in a variety of applications including medical imaging, content-based image retrieval, biometrics, watermarking, digital inpainting, remote sensing, visual quality inspection, among many others. As a result, automated processing and analysis of color images has become an active area of research, to which the large number of publications of the past two decades bears witness. The multivariate nature of color image data presents new challenges for researchers and practitioners as the numerous methods developed for single channel images are often not directly applicable to multichannel ones. The goal of this volume is to summarize the state-of-the-art in the early stages of the color image processing pipeline."

Informatics in Control, Automation and Robotics - Volume 1 (Hardcover, 2011 ed.): Honghua Tan Informatics in Control, Automation and Robotics - Volume 1 (Hardcover, 2011 ed.)
Honghua Tan
R7,807 Discovery Miles 78 070 Ships in 18 - 22 working days

Session 1 includes 109 papers selected from 2011 3rd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2011), held on December 24-25, 2011, Shenzhen, China. This session will act as an international forum for researchers and practitioners interested in the advances in and applications of Intelligent Control Systems. It is an opportunity to present and observe the latest research, results, and ideas in these areas. Intelligent control is a rapidly developing, complex, and challenging field of increasing practical importance and still greater potential. Its applications have a solid core in robotics and mechatronics but branch out into areas as diverse as process control, automotive industry, medical equipment, renewable energy and air conditioning. So, this session will aim to strengthen relationships between industry, research laboratories and universities. All papers published in session 1 will be peer evaluated by at least two conference reviewers. Acceptance will be based primarily on originality and contribution.

Dedicated Mobile Communications for High-speed Railway (Hardcover, 1st ed. 2018): Zhangdui Zhong, Bo Ai, Gang Zhu, Hao Wu,... Dedicated Mobile Communications for High-speed Railway (Hardcover, 1st ed. 2018)
Zhangdui Zhong, Bo Ai, Gang Zhu, Hao Wu, Xiong Lei, …
R4,757 Discovery Miles 47 570 Ships in 10 - 15 working days

This book addresses the fundamental theory and key technologies of narrowband and broadband mobile communication systems specifically for railways. It describes novel relaying schemes that meet the different design criteria for railways and discusses the applications of signal classification techniques as well as offline resource scheduling as a way of advancing rail practice. Further, it introduces Novel Long Term Evolution for Railway (LTE-R) network architecture, the Quality of Service (QoS) requirement of LTE-R and its performance evaluation and discusses in detail security technologies for rail-dedicated mobile communication systems. The advanced research findings presented in the book are all based on high-speed railway measurement data, which offer insights into the propagation mechanisms and corresponding modeling theory and approaches in unique railway scenarios.It is a valuable resource for researchers, engineers and graduate students in the fields of rail traffic systems, telecommunication and information systems.

Introduction to Electro-optical Imaging and Tracking Systems (Hardcover): Khalil Seyrafi, S.A. Hovanessian Introduction to Electro-optical Imaging and Tracking Systems (Hardcover)
Khalil Seyrafi, S.A. Hovanessian
R3,713 Discovery Miles 37 130 Ships in 18 - 22 working days

For those involved with the design and analysis of electro-optical systems, the book outlines current and future ground, air and spacebourne applications of electro-optical systems. It describes their performance requirements and practical methods of achieving design objectives.

Multiresonator-Based Chipless RFID - Barcode of the Future (Hardcover, 2012 ed.): Stevan Preradovic, Nemai Chandra Karmakar Multiresonator-Based Chipless RFID - Barcode of the Future (Hardcover, 2012 ed.)
Stevan Preradovic, Nemai Chandra Karmakar
R2,654 Discovery Miles 26 540 Ships in 18 - 22 working days

This vital new resource offers engineers and researchers a window on important new technology that will supersede the barcode and is destined to change the face of logistics and product data handling. In the last two decades, radio-frequency identification has grown fast, with accelerated take-up of RFID into the mainstream through its adoption by key users such as Wal-Mart, K-Mart and the US Department of Defense. RFID has many potential applications due to its flexibility, capability to operate out of line of sight, and its high data-carrying capacity. Yet despite optimistic projections of a market worth $25 billion by 2018, potential users are concerned about costs and investment returns. Clearly demonstrating the need for a fully printable chipless RFID tag as well as a powerful and efficient reader to assimilate the tag's data, this book moves on to describe both. Introducing the general concepts in the field including technical data, it then describes how a chipless RFID tag can be made using a planar disc-loaded monopole antenna and an asymmetrical coupled spiral multi-resonator. The tag encodes data via the "spectral signature" technique and is now in its third-generation version with an ultra-wide band (UWB) reader operating at between 5 and 10.7GHz.

Some Advanced Functionalities of Optical Amplifiers (Hardcover): Sisir Garai Some Advanced Functionalities of Optical Amplifiers (Hardcover)
Sisir Garai
R3,094 Discovery Miles 30 940 Ships in 18 - 22 working days
Motion Estimation for Video Coding - Efficient Algorithms and Architectures (Hardcover, 2015 ed.): Indrajit Chakrabarti, Kota... Motion Estimation for Video Coding - Efficient Algorithms and Architectures (Hardcover, 2015 ed.)
Indrajit Chakrabarti, Kota Naga Srinivasarao Batta, Sumit Kumar Chatterjee
R3,528 R3,268 Discovery Miles 32 680 Save R260 (7%) Ships in 10 - 15 working days

The need of video compression in the modern age of visual communication cannot be over-emphasized. This monograph will provide useful information to the postgraduate students and researchers who wish to work in the domain of VLSI design for video processing applications. In this book, one can find an in-depth discussion of several motion estimation algorithms and their VLSI implementation as conceived and developed by the authors. It records an account of research done involving fast three step search, successive elimination, one-bit transformation and its effective combination with diamond search and dynamic pixel truncation techniques. Two appendices provide a number of instances of proof of concept through Matlab and Verilog program segments. In this aspect, the book can be considered as first of its kind. The architectures have been developed with an eye to their applicability in everyday low-power handheld appliances including video camcorders and smartphones.

New Developments in Sensing Technology for Structural Health Monitoring (Hardcover, Edition.): Subhas Chandra Mukhopadhyay New Developments in Sensing Technology for Structural Health Monitoring (Hardcover, Edition.)
Subhas Chandra Mukhopadhyay
R4,072 Discovery Miles 40 720 Ships in 18 - 22 working days

The book has focussed on the different aspects of sensing technology, i.e. high reliability, adaptability, recalibration, information processing, data fusion, validation and integration of novel and high performance sensors specifically aims to use to inspect mechanical health of structure and similar applications. This book is dedicated to Sensing systems for Structural Health Monitoring offers to variety of users, namely, Master and PhD degree students, researchers, practitioners, especially Civil and Construction engineers. The book will provide an opportunity of a dedicated and a deep approach in order to improve their knowledge in this specific field.

Advances in Imaging and Electron Physics, Volume 172 - Part A (Hardcover, New): Ted Cremer Advances in Imaging and Electron Physics, Volume 172 - Part A (Hardcover, New)
Ted Cremer
R5,293 Discovery Miles 52 930 Ships in 10 - 15 working days

This special volume of "Advances in Imaging and Electron Physics "details the current theory, experiments, and applications of neutron and x-ray optics and microscopy for an international readership across varying backgrounds and disciplines. Edited by Dr. Ted Cremer, these volumes attempt to provide rapid assimilation of the presented topics that include neutron and x-ray scatter, refraction, diffraction, and reflection and their potential application.
Key features:

* Contributions from leading authorities * Informs and updates on all the latest developments in the field

Evanescent Waves in Optics - An Introduction to Plasmonics (Hardcover, 1st ed. 2017): Mario Bertolotti, Concita Sibilia, Angela... Evanescent Waves in Optics - An Introduction to Plasmonics (Hardcover, 1st ed. 2017)
Mario Bertolotti, Concita Sibilia, Angela M Guzm an
R4,017 Discovery Miles 40 170 Ships in 10 - 15 working days

This monograph provides an introductory discussion of evanescent waves and plasmons, describes their properties and uses, and shows how they are fundamental when operating with nanoscale optics. Far field optics is not suitable for the design, description, and operation of devices at this nanometre scale. Instead one must work with models based on near-field optics and surface evanescent waves. The new discipline of plasmonics has grown to encompass the generation and application of plasmons both as a travelling excitation in a nanostructure and as a stationary enhancement of the electrical field near metal nanosurfaces. The book begins with a brief review of the basic concepts of electromagnetism, then introduces evanescent waves through reflection and refraction, and shows how they appear in diffraction problems, before discussing the role that they play in optical waveguides and sensors. The application of evanescent waves in super-resolution devices is briefly presented, before plasmons are introduced. The surface plasmon polaritons (SPPs) are then treated, highlighting their potential applications also in ultra-compact circuitry. The book concludes with a discussion of the quantization of evanescent waves and quantum information processing. The book is intended for students and researchers who wish to enter the field or to have some insight into the matter. It is not a textbook but simply an introduction to more complete and in-depth discussions. The field of plasmonics has exploded in the last ten years, and most of the material treated in this book is scattered in original or review papers. A short comprehensive treatment is missing; this book is intended to provide just that.

Nonlinear Dynamics: Materials, Theory and Experiments - Selected Lectures, 3rd Dynamics Days South America, Valparaiso 3-7... Nonlinear Dynamics: Materials, Theory and Experiments - Selected Lectures, 3rd Dynamics Days South America, Valparaiso 3-7 November 2014 (Hardcover, 1st ed. 2016)
Mustapha Tlidi, Marcel G. Clerc
R4,778 Discovery Miles 47 780 Ships in 10 - 15 working days

This book presents recent advances, new ideas and novel techniques related to the field of nonlinear dynamics, including localized pattern formation, self-organization and chaos. Various natural systems ranging from nonlinear optics to mechanics, fluids and magnetic are considered. The aim of this book is to gather specialists from these various fields of research to promote cross-fertilization and transfer of knowledge between these active research areas. In particular, nonlinear optics and laser physics constitute an important part in this issue due to the potential applications for all-optical control of light, optical storage, and information processing. Other possible applications include the generation of ultra-short pulses using all-fiber cavities.

Application of FPGA to Real-Time Machine Learning - Hardware Reservoir Computers and Software Image Processing (Hardcover, 1st... Application of FPGA to Real-Time Machine Learning - Hardware Reservoir Computers and Software Image Processing (Hardcover, 1st ed. 2018)
Piotr Antonik
R3,332 Discovery Miles 33 320 Ships in 18 - 22 working days

This book lies at the interface of machine learning - a subfield of computer science that develops algorithms for challenging tasks such as shape or image recognition, where traditional algorithms fail - and photonics - the physical science of light, which underlies many of the optical communications technologies used in our information society. It provides a thorough introduction to reservoir computing and field-programmable gate arrays (FPGAs). Recently, photonic implementations of reservoir computing (a machine learning algorithm based on artificial neural networks) have made a breakthrough in optical computing possible. In this book, the author pushes the performance of these systems significantly beyond what was achieved before. By interfacing a photonic reservoir computer with a high-speed electronic device (an FPGA), the author successfully interacts with the reservoir computer in real time, allowing him to considerably expand its capabilities and range of possible applications. Furthermore, the author draws on his expertise in machine learning and FPGA programming to make progress on a very different problem, namely the real-time image analysis of optical coherence tomography for atherosclerotic arteries.

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