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Application of FPGA to Real‐Time Machine Learning 1

引用

丛书名： Springer Theses

1000年

作者： Piotr Antonik

ISBN: (数字)9783319910536

ISBN: (纸本)9783319910529;9783030081645

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.

关键词： Optics, Lasers, Photonics, optical devices Image processing and Computer Vision Computational Intelligence Artificial Intelligence

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Neural information processing 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Minho Lee Akira Hirose Zeng-Guang Hou Rhee Man Kil

ISBN: (数字)9783642420429

ISBN: (纸本)9783642420412

The three volume set LNCS 8226, LNCS 8227 and LNCS 8228 constitutes the proceedings of the 20th International conference on Neural information processing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The specific topics covered are as follows: cognitive science and artificial intelligence; learning theory, algorithms and architectures; computational neuroscience and brain imaging; vision, speech and signal processing; control, robotics and hardware technologies and novel approaches and applications.

关键词： Pattern Recognition Image processing and Computer Vision Artificial Intelligence Computation by Abstract devices Data Mining and Knowledge Discovery

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Artificial Intelligence and Soft Computing 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Leszek Rutkowski Marcin Korytkowski Rafal Scherer Ryszard Tadeusiewicz Lotfi A. Zadeh Jacek M. Zurada

ISBN: (数字)9783319193694

ISBN: (纸本)9783319193687

The two-volume set LNAI 9119 and LNAI 9120 constitutes the refereed proceedings of the 14th International conference on Artificial Intelligence and Soft Computing, ICAISC 2015, held in Zakopane, Poland in June 2015. The 142 revised full papers presented in the volumes, were carefully reviewed and selected from 322 submissions. These proceedings present both traditional artificial intelligence methods and soft computing techniques. The goal is to bring together scientists representing both areas of research. The first volume covers topics as follows neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, classification and estimation, computer vision, image and speech analysis and the workshop: large-scale visual recognition and machine learning. The second volume has the focus on the following subjects: data mining, bioinformatics, biometrics and medical applications, concurrent and parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation and various problems of artificial intelligence.

关键词： Artificial Intelligence information systems Applications (incl. Internet) Computation by Abstract devices Database Management information Storage and Retrieval Computer Imaging, Vision, Pattern Recognition and Graphics

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Biomedical Engineering systems and Technologies 1

引用

丛书名： Communications in Computer and information Science

1000年

作者： Joaquim Gabriel Jan Schier Sabine Huffel Emmanuel Conchon Carlos Correia Ana Fred Hugo Gamboa

ISBN: (数字)9783642382567

ISBN: (纸本)9783642382550

This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Joint conference on Biomedical Engineering systems and Technologies, BIOSTEC 2012, held in Vilamoura, Portugal, in February 2012. The 26 revised full papers presented together with one invited lecture were carefully reviewed and selected from a total of 522 submissions. The papers cover a wide range of topics and are organized in four general topical sections on biomedical electronics and devices; bioinformatics models, methods and algorithms; bio-inspired systems and signal processing; health informatics.

关键词： Health Informatics Computational Biology/Bioinformatics Biomedical Engineering and Bioengineering Computer Imaging, Vision, Pattern Recognition and Graphics Data Mining and Knowledge Discovery

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Proceedings of the 4th International conference on Communication, devices and Computing 1

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丛书名： Lecture Notes in Electrical Engineering

1000年

作者： Dilip Kumar Sarkar Pradip Kumar Sadhu Sunandan Bhunia Jagannath Samanta Suman Paul

ISBN: (数字)9789819927104

ISBN: (纸本)9789819927098;9789819927128

The book is a collection of best selected research papers presented at the Fourth International conference on Communication, devices and Computing (ICCDC 2023). The book covers new ideas, applications and experiences of research engineers, scientists, industrialists, scholars and students from in and around the globe. It covers research contributions from communication technologies which are from the areas such as 5G communication, next-generation Wi-Fi, spread spectrum systems, satellite and high altitude platforms, radio over fiber techniques, wireless sensor networks, modulation and diversity technique, ad hoc and mesh networks, cognitive radio networking, optical wireless and visible light communications, signal processing for secure communication, millimeter wave and terahertz communication, design, control and management of optical network, error control coding and information theory, printed antennas, performance analysis of wireless network, smart antennas and space time processing.

关键词： Communications Engineering, Networks Electronic Circuits and devices Materials Science, general Professional Computing Mobile Computing

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Intelligent Computing Theories and Application 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： De-Shuang Huang Vitoantonio Bevilacqua Prashan Premaratne Phalguni Gupta

ISBN: (数字)9783319633091

ISBN: (纸本)9783319633084

This three-volume set LNCS 10361, LNCS 10362, and LNAI 10363 constitutes the refereed proceedings of the 13th International conference on Intelligent Computing, ICIC 2017, held in Liverpool, UK, in August 2017.;The 212 full papers and 20 short papers of the three proceedings volumes were carefully reviewed and selected from 612 submissions. This first volume of the set comprises 71 papers. The papers are organized in topical sections such as Evolutionary Computation and Learning; Neural Networks; Nature Inspired Computing and Optimization; Signal processing; Pattern Recognition; Biometrics Recognition; Image processing; information Security; Virtual Reality and Human-Computer Interaction; Business Intelligence and Multimedia Technology; Genetic algorithms; Biomedical Informatics Theory and Methods; Particle Swarm Optimization and Niche Technology; Swarm Intelligence and Optimization; Independent Component Analysis; Compressed Sensing and Sparse Coding; Natural Computing; Intelligent Computing in Computer Vision; Computational Intelligence and Security for Image Applications in Social Network; Neural Networks: Theory and Application.

关键词： information systems Applications (incl. Internet) Image processing and Computer Vision Pattern Recognition Computational Biology/Bioinformatics Artificial Intelligence Computation by Abstract devices

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Fuzzy systems and Knowledge Discovery 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Lipo Wang Yaochu Jin

ISBN: (数字)9783540318309

ISBN: (纸本)9783540283126

This book and its sister volume, LNAI 3613 and 3614, constitute the proce- ings of the Second International conference on Fuzzy systems and Knowledge Discovery (FSKD 2005), jointly held with the First International conference on Natural Computation (ICNC 2005, LNCS 3610, 3611, and 3612) from - gust 27–29, 2005 in Changsha, Hunan, China. FSKD 2005 successfully attracted 1249 submissions from 32 countries/regions (the joint ICNC-FSKD 2005 received 3136 submissions). After rigorous reviews, 333 high-quality papers, i. e. , 206 long papers and 127 short papers, were included in the FSKD 2005 proceedings, r- resenting an acceptance rate of 26. 7%. The ICNC-FSKD 2005 conference featured the most up-to-date research - sults in computational algorithms inspired from nature, including biological, e- logical, and physical systems. It is an exciting and emerging interdisciplinary area in which a wide range of techniques and methods are being studied for dealing with large, complex, and dynamic problems. The joint conferences also promoted cross-fertilization over these exciting and yet closely-related areas, which had a signi?cant impact on the advancement of these important technologies. Speci?c areas included computation with words, fuzzy computation, granular com- tation, neural computation, quantum computation, evolutionary computation, DNA computation, chemical computation, information processing in cells and tissues, molecular computation, arti?cial life, swarm intelligence, ants colony, arti?cial immune systems, etc. , with innovative applications to knowledge d- covery, ?nance, operations research, and more.

关键词： Data Structures and information Theory Artificial Intelligence Mathematical Logic and Formal Languages Computation by Abstract devices Algorithm Analysis and Problem Complexity Image processing and Computer Vision

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Software Engineering and Computer systems 1

引用

丛书名： Communications in Computer and information Science

1000年

作者： Jasni Mohamad Zain Wan Maseri bt Wan Mohd Eyas El-Qawasmeh

ISBN: (数字)9783642221910

ISBN: (纸本)9783642221903

This Three-Volume-Set constitutes the refereed proceedings of the Second International conference on Software Engineering and Computer systems, ICSECS 2011, held in Kuantan, Malaysia, in June 2011. The 190 revised full papers presented together with invited papers in the three volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on software engineering; network; bioinformatics and e-health; biometrics technologies; Web engineering; neural network; parallel and distributed e-learning; ontology; image processing; information and data management; engineering; software security; graphics and multimedia; databases; algorithms; signal processing; software design/testing; e- technology; ad hoc networks; social networks; software process modeling; miscellaneous topics in software engineering and computer systems.

关键词： information systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Software Engineering Computer Communication Networks Computation by Abstract devices Pattern Recognition

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Intelligent Computing Technology 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： De-Shuang Huang Changjun Jiang Vitoantonio Bevilacqua Juan Carlos Figueroa

ISBN: (数字)9783642315886

ISBN: (纸本)9783642315879

This book constitutes the first of 3 volumes of refereed conference proceedings of the 8th International conference on Intelligent Computing, ICIC 2012, held in Huangshan, China, in July 2012. The 242 revised full papers presented were carefully reviewed and selected from 753 submissions. The 84 papers included in this volume are organized in topical sections on evolutionary learning and genetic algorithms, fuzzy theory and models, swarm intelligence and optimization, kernel methods and supporting vector machines, nature inspired computing and optimization, systems biology and computational biology, knowledge discovery and data mining, graph theory and algorithms, machine learning theory and methods, biomedical informatics theory and methods, complex systems theory and methods, pervasive/ubiquitous computing theory and methods, intelligent computing in bioinformatics, intelligent computing in pattern recognition, intelligent computing in image processing, intelligent computing in robotics, intelligent computing in computer vision, intelligent computing in Petri nets/transportation systems, intelligent data fusion and information security, intelligent sensor networks, knowledge representation/reasoning and expert systems, hybrid optimization, and bio-inspired computing and application.

关键词： Artificial Intelligence Image processing and Computer Vision Pattern Recognition Computational Biology/Bioinformatics information systems Applications (incl. Internet) Computation by Abstract devices

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Thermal Design Principles of Spacecraft and Entry Bodies 1

引用

丛书名： Progress in Astronautics and Aeronautics

1969年

作者： Jerry T. Bevans

ISBN: (数字)9781600864957

ISBN: (纸本)9781563478703

A collection of technical papers drawn mainly from the AIAA 3rd Thermophysics Specialist conference, June 24-26, 1968, subsequently revised for this volume. Topics covered include improved thermal analytical methods and acquisition of necessary data, entry or ablation problems in both earth and planetary spacecraft systems, thermal influence of the on-board orbit injection or descent propulsion system, and the thermal design of a complete system for lunar and Martian vehicles; the thermophysical properties of spacecraft components and of the environment; and the effects of the space environment, real and simulated, upon thermal control materials.

关键词： Ablation Absorption Spectroscopy Aerodynamics Aeronautical Engineering Aeronautics Aerospace Industry Aerospace Manufacturers Aerospace Sciences Aerothermodynamics Aircraft Engines Applied Mathematics Artificial Intelligence Astronautics Astronomical Events Astronomical Observatory Astronomy Atmospheric Science Avionics Computers Boundary Layers Catalysis Celestial Mechanics Chemical Kinetics Climatology Combustion Chambers Combustors Computational Fluid Dynamics Computer Graphics Computer Programming and Language Computer Vision Computing and Informatics Computing, information, and Communication Control Theory Convection Coolant Cooling Technology Corrosion Corrosion Control Cryogenics Data processing Data Science Diffusion Coefficient Earth Observation Satellite Earth Sciences Electrical Conductivity Electrical Measuring Equipment Electrical Properties Electricity Electrodynamics Electromagnetic Radiation Electromagnetic Spectrum Electromagnetism Emission Spectroscopy Emitting, Absorbing, and Scattering Media Energy Energy Forms Energy Forms, Production and Conversion Enthalpy Entry, Descent and Landing Equations of Fluid Dynamics Finite Difference Method Flow Regimes Fluid Dynamics Fluid Flow Properties Fluid Mechanics General Physics Geophysics Guidance, Navigation, and Control systems Heat Conduction Heat Equations Heat Exchangers Heat Flux Heat Pipes Heat Transfer Heat Treatment Heating System Heating, Ventilating, and Air Conditioning High Temperature Coatings Interdisciplinary Topics Magnetic devices Magnetism Magnetospheres Magnetostatics Mass Transfer Material Properties Materials Materials Synthesis and processing Materials and Structural Mechanics Mathematical Analysis Metallurgical Processes Metallurgy Model Rocket NASA NASA Facilities Non-Equilibrium Thermodynamics Nozzles Numerical Analysis Numerical Heat Transfer optical Properties Phase Transition Planetary Science and Exploration Planets Plasticity Propellant Propulsion and Power Quenching Radiative Heat Transfer Radiative Heating Radiators Refr

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