Spiking neural networks (SNN) are biologically inspired computational models that represent and process information internally as trains of spikes. This monograph book presents the classical theory and applications of SNN, including original author’s contribution to the area. The book introduces for the first time not only deep learning and deep knowledge representation in the human brain and in brain-inspired SNN, but takes that further to develop new types of AI systems, called in the book brain-inspired AI (BI-AI). BI-AI systems are illustrated on: cognitive brain data, including EEG, fMRI and DTI; audio-visual data; brain-computer interfaces; personalized modelling in bio-neuroinformatics; multisensory streaming data modelling in finance, environment and ecology; data compression; neuromorphic hardware implementation. Future directions, such as the integration of multiple modalities, such as quantum-, molecular- and brain information processing, is presented in the last chapter. The book is a research book for postgraduate students, researchers and practitioners across wider areas, including computer and information sciences, engineering, applied mathematics, bio- and neurosciences.
For researchers in nonlinear science, this work includes coverage of linear systems, stability of solutions, periodic and almost periodic impulsive systems, integral sets of impulsive systems, optimal control in impulsive systems, and more.
An examination of the two most radical dissociation syndromes of the human pain experience—pain without painfulness and painfulness without pain—and what they reveal about the complex nature of pain and its sensory, cognitive, and behavioral components. In Feeling Pain and Being in Pain, Nikola Grahek examines two of the most radical dissociation syndromes to be found in human pain experience: pain without painfulness and painfulness without pain. Grahek shows that these two syndromes—the complete dissociation of the sensory dimension of pain from its affective, cognitive, and behavioral components, and its opposite, the dissociation of pain's affective components from its sensory-discriminative components (inconceivable to most of us but documented by ample clinical evidence)—have much to teach us about the true nature and structure of human pain experience. Grahek explains the crucial distinction between feeling pain and being in pain, defending it on both conceptual and empirical grounds. He argues that the two dissociative syndromes reveal the complexity of the human pain experience: its major components, the role they play in overall pain experience, the way they work together, and the basic neural structures and mechanisms that subserve them. Feeling Pain and Being in Pain does not offer another philosophical theory of pain that conclusively supports or definitively refutes either subjectivist or objectivist assumptions in the philosophy of mind. Instead, Grahek calls for a less doctrinaire and more balanced approach to the study of mind–brain phenomena.
This monograph gives a comprehensive but in-depth analysis of the territorial development of Croatia and historical processes of significant spatial impact. It covers the millennial time span – from prehistory till the present, through relevant periods, e.g., prehistory, antiquity, Middle Ages, period of Ottoman progression and retreat, Post-Ottoman period of development of the Central European railway network, the period of South Slavic political associations (old and new Yugoslavia), and the post-Yugoslav period of independent Croatia. The book is highly illustrated with maps and figures. It is written by scholars from the region, based on the original research and the vast body of literature. It is one of the only books in English that interprets the overall development of the territory and cultural landscape of Croatia. Its scientific but comprehensive approach makes it of use to scholars, students and anyone interested in historical and geographical processes and features of Croatia and the Balkan region.
An improved realization of mixed-mode chaotic circuit which has both autonomous and nonautonomous chaotic dynamics is proposed. Central to this study is inductorless realization of mixed-mode chaotic circuit using FTFN-based inductance simulator. FTFN-based topology used in this realization enables the simulation of ideal floating and grounded inductance. This modification provides an alternative solution to the integration problem of not only mixed-mode chaotic circuit but also other chaotic circuits in the literature using CMOS VLSI technologies. In addition to this major improvement, CFOA-based nonlinear resistor was used in the new realization of mixed-mode chaotic circuit. The usage of CFOA-based nonlinear resistor in the circuit's structure reduces the component count and provides buffered and isolated output."--Publisher's website.
The main objective of this book is to present the distribution and diversity of major soil types in Serbia. It focuses on giving a detailed description of the physical, chemical and biological properties of soil and their geomorphological forms, as well as the geological characteristics of parent material. An integrative approach is used to study the interaction between climate, vegetation and geology in soil formation. Special attention is paid to human-induced soil degradation due to the erosion and contamination of soils in Serbia. The book includes a harmonization of national soil classification systems, with the FAO, WBR and ESD systems.
This book contains the main results of the authors' investigations on the development and application of numerical-analytic methods for ordinary nonlinear boundary value problems (BVPs). The methods under consideration provide an opportunity to solve the two important problems of the BVP theory ? namely, to establish existence theorems and to build approximation solutions. They can be used to investigate a wide variety of BVPs.The Appendix, written in collaboration with S I Trofimchuk, discusses the connection of the new method with the classical Cesari, Cesari-Hale and Lyapunov-Schmidt methods.
This title was first published in 1968. Economic development and the system of the functioning of socialist economies have become the subject matter of an increasing number of works by economists throughout the world. Indeed, the experiences of socialist countries on different levels of social and economic development already offer a good deal of empirical material for theoretical analysis. An attempt at such an analysis has been made in this book, where the authors have concentrated on the investigation of a specific phenomenon in the motion of the economy — so-called investment cycles.
This book presents the most up-to-date methods of three-dimensional modeling of the fluid dymanics and the solid-fluid interaction within these machines, which are still being developed. Adding modeling to the design process makes it possible not only to predict flow patterns more accurately, and also to determine distorting effects on rotors and casing of pressure and temperature distribution within the compressor. Examples outline the scope of the applied mathematical model.
The nature of human reason is one of the thorniest of mysteries in philosophy. The reason appears in many specific forms within general areas such as cognition, thinking, experiencing beauty, and moral judgment. These forms are “perfectly” known in philosophy, yet an unknown pattern has been noticed which shows us that they are all a variation of the same theme: truth is an identity relation between the “thought” and “reality”; justice is an identity relation between the given and the deserved; beauty is an identity relation as rhyme is an identity relation between the final sounds of words; rhythm is an identity relation between time intervals; symmetry is an identity relation between two halves; proportion is an identity relation between two ratios; anaphora is an identity relation between the initial words. Particular things are identities in themselves and universals are identities between particulars. One idea associates another idea identical to it; an analogy is an identity between relations; induction is an identification between the known and unknown instances; and all the logic rests on the law of identity. What is common for all of them is the nature of reason itself.
The Czechoslovak academic discipline called ‘Ethnography and Folklore Studies’ was impacted and influenced by the daily realities of state socialism in 1969–1989. This book examines the role of the planned economy, Marxist–Leninist ideology, disciplinary hierarchies and clientelist networks, ultimately showing how state socialist features together brought about the discipline’s epistemic stalling. It offers a fresh perspective on the long-standing debates purporting to capture the differences between the Central and Eastern European tradition of ethnology and Western sociocultural anthropology.
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