This book presents neuromorphic cognitive systems from a learning and memory-centered perspective. It illustrates how to build a system network of neurons to perform spike-based information processing, computing, and high-level cognitive tasks. It is beneficial to a wide spectrum of readers, including undergraduate and postgraduate students and researchers who are interested in neuromorphic computing and neuromorphic engineering, as well as engineers and professionals in industry who are involved in the design and applications of neuromorphic cognitive systems, neuromorphic sensors and processors, and cognitive robotics. The book formulates a systematic framework, from the basic mathematical and computational methods in spike-based neural encoding, learning in both single and multi-layered networks, to a near cognitive level composed of memory and cognition. Since the mechanisms for integrating spiking neurons integrate to formulate cognitive functions as in the brain are little understood, studies of neuromorphic cognitive systems are urgently needed. The topics covered in this book range from the neuronal level to the system level. In the neuronal level, synaptic adaptation plays an important role in learning patterns. In order to perform higher-level cognitive functions such as recognition and memory, spiking neurons with learning abilities are consistently integrated, building a system with encoding, learning and memory functionalities. The book describes these aspects in detail.

This monograph introduces methods for handling filtering and control problems in nonlinear stochastic systems arising from network-induced phenomena consequent on limited communication capacity. Such phenomena include communication delay, packet dropout, signal quantization or saturation, randomly occurring nonlinearities and randomly occurring uncertainties. The text is self-contained, beginning with an introduction to nonlinear stochastic systems, network-induced phenomena and filtering and control, moving through a collection of the latest research results which focuses on the three aspects of: * the state-of-the-art of nonlinear filtering and control; * recent advances in recursive filtering and sliding mode control; and * their potential for application in networked control systems, and concluding with some ideas for future research work. New concepts such as the randomly occurring uncertainty and the probability-constrained performance index are proposed to make the network models as realistic as possible. The power of combinations of such recent tools as the completing-the-square and sums-of-squares techniques, Hamilton-Jacobi-Isaacs matrix inequalities, difference linear matrix inequalities and parameter-dependent matrix inequalities is exploited in treating the mathematical and computational challenges arising from nonlinearity and stochasticity. Nonlinear Stochastic Systems with Network-Induced Phenomena establishes a unified framework of control and filtering which will be of value to academic researchers in bringing structure to problems associated with an important class of networked system and offering new means of solving them. The significance of the new concepts, models and methods presented for practical control engineering and signal processing will also make it a valuable reference for engineers dealing with nonlinear control and filtering problems.

This volume contains state of the engineering practice and recent research in the field of built infrastructure and natural hazards. It is expected that the book will help engineers and researchers to design and built resilient infrastructures in challenging conditions (e.g., earthquakes and climate change) while optimising the design and minimising the future maintenance cost. In particular new design and construction techniques with reference to major infrastructure projects such as tunneling and transport infrastructure are discussed.

This book presents neuromorphic cognitive systems from a learning and memory-centered perspective. It illustrates how to build a system network of neurons to perform spike-based information processing, computing, and high-level cognitive tasks. It is beneficial to a wide spectrum of readers, including undergraduate and postgraduate students and researchers who are interested in neuromorphic computing and neuromorphic engineering, as well as engineers and professionals in industry who are involved in the design and applications of neuromorphic cognitive systems, neuromorphic sensors and processors, and cognitive robotics. The book formulates a systematic framework, from the basic mathematical and computational methods in spike-based neural encoding, learning in both single and multi-layered networks, to a near cognitive level composed of memory and cognition. Since the mechanisms for integrating spiking neurons integrate to formulate cognitive functions as in the brain are little understood, studies of neuromorphic cognitive systems are urgently needed. The topics covered in this book range from the neuronal level to the system level. In the neuronal level, synaptic adaptation plays an important role in learning patterns. In order to perform higher-level cognitive functions such as recognition and memory, spiking neurons with learning abilities are consistently integrated, building a system with encoding, learning and memory functionalities. The book describes these aspects in detail.

This monograph introduces methods for handling filtering and control problems in nonlinear stochastic systems arising from network-induced phenomena consequent on limited communication capacity. Such phenomena include communication delay, packet dropout, signal quantization or saturation, randomly occurring nonlinearities and randomly occurring uncertainties. The text is self-contained, beginning with an introduction to nonlinear stochastic systems, network-induced phenomena and filtering and control, moving through a collection of the latest research results which focuses on the three aspects of: * the state-of-the-art of nonlinear filtering and control; * recent advances in recursive filtering and sliding mode control; and * their potential for application in networked control systems, and concluding with some ideas for future research work. New concepts such as the randomly occurring uncertainty and the probability-constrained performance index are proposed to make the network models as realistic as possible. The power of combinations of such recent tools as the completing-the-square and sums-of-squares techniques, Hamilton-Jacobi-Isaacs matrix inequalities, difference linear matrix inequalities and parameter-dependent matrix inequalities is exploited in treating the mathematical and computational challenges arising from nonlinearity and stochasticity. Nonlinear Stochastic Systems with Network-Induced Phenomena establishes a unified framework of control and filtering which will be of value to academic researchers in bringing structure to problems associated with an important class of networked system and offering new means of solving them. The significance of the new concepts, models and methods presented for practical control engineering and signal processing will also make it a valuable reference for engineers dealing with nonlinear control and filtering problems.

A beautifully illustrated study of the caves at Dunhuang, exploring how this important Buddhist site has been visualized from its creation to today Situated at the crossroads of the northern and southern routes of the ancient silk routes in western China, Dunhuang is one of the richest Buddhist sites in the world, with more than 500 richly decorated cave temples constructed between the fourth and fourteenth centuries. The sculptures, murals, portable paintings, and manuscripts found in the Mogao and Yulin Caves at Dunhuang represent every aspect of Buddhism. From its earliest construction to the present, this location has been visualized by many individuals, from the architects, builders, and artists who built the caves to twentieth-century explorers, photographers, and conservators, as well as contemporary artists. Visualizing Dunhuang: Seeing, Studying, and Conserving the Caves is a paperback edition of the ninth volume of the magnificent nine-volume hardback set, and examines how the Lo Archive, a vast collection of photographs taken in the 1940s of the Mogao and Yulin Caves, inspires a broad range of scholarship. Lavishly illustrated with selected Lo Archive and modern photographs, the essays address three main areas-Dunhuang as historical record, as site, and as art and art history. Leading experts across three continents examine a wealth of topics, including expeditionary photography and cave architecture, to demonstrate the intellectual richness of Dunhuang. Diverse as they are in their subjects and methodologies, the essays represent only a fraction of what can be researched about Dunhuang. The high concentration of caves at Mogao and Yulin and their exceptional contents chronicle centuries of artistic styles, shifts in Buddhist doctrine, and patterns of political and private patronage-providing an endless source of material for future work. Contributors include Neville Agnew, Dora Ching, Jun Hu, Annette Juliano, Richard Kent, Wei-Cheng Lin, Cary Liu, Maria Menshikova, Jerome Silbergeld, Roderick Whitfield, and Zhao Shengliang. Published in association with the Tang Center for East Asian Art, Princeton University

Available in a limited print run of 1,000 sets-the stunning nine-volume presentation of the incredible Buddhist caves at Dunhuang in northwestern China Situated at an important juncture within the network of silk routes from China through central Asia, the oasis city of Dunhuang was an ancient site of Buddhist religious activity. Southeast of the city, the Mogao Caves, also known as the Caves of the Thousand Buddhas, are an astonishing group of hundreds of caves-carved in the cliffs between the fourth and fourteenth centuries-containing sculptures and paintings. Further east sit the Yulin Caves, another critical and richly decorated site. Featuring some of the finest examples of Buddhist imagery to be found anywhere in the world, these caves have enticed explorers, archaeologists, artists, scholars, and photographers since the early twentieth century. Visualizing Dunhuang: The Lo Archive Photographs of the Mogao and Yulin Caves presents for the first time in print the comprehensive photographic archive-created in the 1940s by James C. M. Lo (1902-1987) and his wife, Lucy L. Lo (b. 1920)-of the remarkable Buddhist caves at Dunhuang. This extraordinary nine-volume set features more than 3,000 of the original black-and-white photographs that provide an indispensable historical record. Invaluable for their documentary worth and artistic quality, and thorough in their coverage and clarity, the images represent a rare perspective on significant monuments, many now irretrievably changed. The Lo Archive serves as a treasure trove of historical, cultural, and artistic information for researchers, art historians, and conservators. The introductory volume includes an essay about the formation and history of the Lo Archive, as well as maps, diagrams, photographs of the Mogao site, and concordances. The central volumes contain photographs of the Mogao and Yulin Caves, collaged photographs, several hundred newly created diagrammatic plans, and English and Chinese captions. The final volume is a collection of essays that addresses the complexity and richness of the Lo Archive, and how Dunhuang has been viewed from ancient times to the present. Contributors include Neville Agnew, Dora Ching, Jun Hu, Annette Juliano, Richard Kent, Wei-Cheng Lin, Cary Liu, Maria Menshikova, Jerome Silbergeld, Roderick Whitfield, and Zhao Shengliang. Exquisitely produced, this monumental set's abundant photographs have been lavishly printed as tritones, allowing for the closest possible match to James Lo's original black-and-white photographs, and for the clearest, richest images possible. With numerous silk-screened pages and an eight-page double-sided gatefold, Visualizing Dunhuang stands as a definitive reference for scholars, collectors, and libraries in art history and Asian studies. Published in association with the Tang Center for East Asian Art, Princeton University

Gene flow is a natural process that occurs spontaneously and enables the evolution of life. However, with the release of genetically modified organisms, concerns have focused on introduced foreign transgenes and their dispersal in nature through gene flow. This book examines gene flow of transgenes, such as herbicide resistance genes, with the goal of understanding the factors that may affect the process of gene flow. A greater biological understanding is essential to make sound management regulatory decisions when also taking into consideration the processes that happen in conventional plants. Monitoring, modelling, and mitigation are the three most closely related elements of gene flow. The book includes both scientific reviews and perspectives on gene flow and experimental case studies, including studies of gene flow in soybean and poplar. The authors present diverse views and research methodologies to understand transgene flow. This book: Focuses on applications of gene flow (monitoring, modelling, and mitigation); Includes both review chapters and case studies; Is written by international team of scientists currently working in gene flow. This book will be valuable for students and researchers in genetics, biotechnology, plant science, and environmental science. It also provides key insights of value to regulators of biotechnology as well as policy-makers.

This is an EXACT reproduction of a book published before 1923. This IS NOT an OCR'd book with strange characters, introduced typographical errors, and jumbled words. This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc. that were either part of the original artifact, or were introduced by the scanning process. We believe this work is culturally important, and despite the imperfections, have elected to bring it back into print as part of our continuing commitment to the preservation of printed works worldwide. We appreciate your understanding of the imperfections in the preservation process, and hope you enjoy this valuable book.