Emotional Cognitive Neural Algorithms With Engineering Applications

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Emotional Cognitive Neural Algorithms with Engineering Applications

Leonid Perlovsky,Ross Deming,Roman Ilin
Emotional Cognitive Neural Algorithms with Engineering Applications Book PDF

Author : Leonid Perlovsky,Ross Deming,Roman Ilin
Publisher : Springer
Page : 202 pages
File Size : 42,6 Mb
Release : 2011-10-02
Category : Computers
ISBN : 3642228313

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Emotional Cognitive Neural Algorithms with Engineering Applications by Leonid Perlovsky,Ross Deming,Roman Ilin Pdf

Dynamic logic (DL) recently had a highest impact on the development in several areas of modeling and algorithm design. The book discusses classical algorithms used for 30 to 50 years (where improvements are often measured by signal-to-clutter ratio), and also new areas, which did not previously exist. These achievements were recognized by National and International awards. Emerging areas include cognitive, emotional, intelligent systems, data mining, modeling of the mind, higher cognitive functions, evolution of languages and other. Classical areas include detection, recognition, tracking, fusion, prediction, inverse scattering, and financial prediction. All these classical areas are extended to using mixture models, which previously was considered unsolvable in most cases. Recent neuroimaging experiments proved that the brain-mind actually uses DL. „Emotional Cognitive Neural Algorithms with Engineering Applications“ is written for professional scientists and engineers developing computer and information systems, for professors teaching modeling and algorithms, and for students working on Masters and Ph.D. degrees in these areas. The book will be of interest to psychologists and neuroscientists interested in mathematical models of the brain and min das well.

Emotional Cognitive Neural Algorithms with Engineering Applications

Leonid Perlovsky,Ross Deming,Roman Ilin
Emotional Cognitive Neural Algorithms with Engineering Applications Book PDF

Author : Leonid Perlovsky,Ross Deming,Roman Ilin
Publisher : Springer
Page : 202 pages
File Size : 52,8 Mb
Release : 2011-08-28
Category : Technology & Engineering
ISBN : 9783642228308

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Emotional Cognitive Neural Algorithms with Engineering Applications by Leonid Perlovsky,Ross Deming,Roman Ilin Pdf

Dynamic logic (DL) recently had a highest impact on the development in several areas of modeling and algorithm design. The book discusses classical algorithms used for 30 to 50 years (where improvements are often measured by signal-to-clutter ratio), and also new areas, which did not previously exist. These achievements were recognized by National and International awards. Emerging areas include cognitive, emotional, intelligent systems, data mining, modeling of the mind, higher cognitive functions, evolution of languages and other. Classical areas include detection, recognition, tracking, fusion, prediction, inverse scattering, and financial prediction. All these classical areas are extended to using mixture models, which previously was considered unsolvable in most cases. Recent neuroimaging experiments proved that the brain-mind actually uses DL. „Emotional Cognitive Neural Algorithms with Engineering Applications“ is written for professional scientists and engineers developing computer and information systems, for professors teaching modeling and algorithms, and for students working on Masters and Ph.D. degrees in these areas. The book will be of interest to psychologists and neuroscientists interested in mathematical models of the brain and min das well.

Trends in Music Information Seeking, Behavior, and Retrieval for Creativity

Kostagiolas, Petros
Trends in Music Information Seeking Behavior and Retrieval for Creativity Book PDF

Author : Kostagiolas, Petros
Publisher : IGI Global
Page : 388 pages
File Size : 40,9 Mb
Release : 2016-06-01
Category : Business & Economics
ISBN : 9781522502715

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Trends in Music Information Seeking, Behavior, and Retrieval for Creativity by Kostagiolas, Petros Pdf

In the literature of information science, a number of studies have been carried out attempting to model cognitive, affective, behavioral, and contextual factors associated with human information seeking and retrieval. On the other hand, only a few studies have addressed the exploration of creative thinking in music, focusing on understanding and describing individuals’ information seeking behavior during the creative process. Trends in Music Information Seeking, Behavior, and Retrieval for Creativity connects theoretical concepts in information seeking and behavior to the music creative process. This publication presents new research, case studies, surveys, and theories related to various aspects of information retrieval and the information seeking behavior of diverse scholarly and professional music communities. Music professionals, theorists, researchers, and students will find this publication an essential resource for their professional and research needs.

Mysticism and Experience

Alex S. Kohav
Mysticism and Experience Book PDF

Author : Alex S. Kohav
Publisher : Rowman & Littlefield
Page : 300 pages
File Size : 52,8 Mb
Release : 2020-08-31
Category : Religion
ISBN : 9781498599382

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Mysticism and Experience by Alex S. Kohav Pdf

Mysticism and Experience: Twenty-First-Century Approaches embarks on an investigation of the concept of mysticism from the standpoint of academic fields, including philosophy, anthropology, religious studies, mysticism studies, literary studies, art criticism, cognitive poetics, cognitive science, psychology, medical research, and even mathematics. Scholars across disciplines observe that, although it has experienced both cyclical approval and disapproval, mysticism seems to be implicated as a key foundation of religion, alon with the highest forms of social, cultural, intellectual, and artistic creations. This book is divided into four sections: The Exposure, The Symbolic, The Cognitive, and The Scientific, covering all fundamental aspects of the phenomenon known as mysticism. Contributors, taking advantage of recent advances in disciplinary approaches to understanding mystical phenomena, address questions of whether progress can be made to systemically enrich, expand, and advance our understanding of mysticism.

Supervised Sequence Labelling with Recurrent Neural Networks

Alex Graves
Supervised Sequence Labelling with Recurrent Neural Networks Book PDF

Author : Alex Graves
Publisher : Springer Science & Business Media
Page : 148 pages
File Size : 43,6 Mb
Release : 2012-02-09
Category : Computers
ISBN : 9783642247965

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Supervised Sequence Labelling with Recurrent Neural Networks by Alex Graves Pdf

Supervised sequence labelling is a vital area of machine learning, encompassing tasks such as speech, handwriting and gesture recognition, protein secondary structure prediction and part-of-speech tagging. Recurrent neural networks are powerful sequence learning tools—robust to input noise and distortion, able to exploit long-range contextual information—that would seem ideally suited to such problems. However their role in large-scale sequence labelling systems has so far been auxiliary. The goal of this book is a complete framework for classifying and transcribing sequential data with recurrent neural networks only. Three main innovations are introduced in order to realise this goal. Firstly, the connectionist temporal classification output layer allows the framework to be trained with unsegmented target sequences, such as phoneme-level speech transcriptions; this is in contrast to previous connectionist approaches, which were dependent on error-prone prior segmentation. Secondly, multidimensional recurrent neural networks extend the framework in a natural way to data with more than one spatio-temporal dimension, such as images and videos. Thirdly, the use of hierarchical subsampling makes it feasible to apply the framework to very large or high resolution sequences, such as raw audio or video. Experimental validation is provided by state-of-the-art results in speech and handwriting recognition.

Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition

Patricia Melin
Modular Neural Networks and Type 2 Fuzzy Systems for Pattern Recognition Book PDF

Author : Patricia Melin
Publisher : Springer Science & Business Media
Page : 216 pages
File Size : 51,9 Mb
Release : 2011-10-18
Category : Computers
ISBN : 9783642241383

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Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition by Patricia Melin Pdf

This book describes hybrid intelligent systems using type-2 fuzzy logic and modular neural networks for pattern recognition applications. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful pattern recognition systems. Type-2 fuzzy logic is an extension of traditional type-1 fuzzy logic that enables managing higher levels of uncertainty in complex real world problems, which are of particular importance in the area of pattern recognition. The book is organized in three main parts, each containing a group of chapters built around a similar subject. The first part consists of chapters with the main theme of theory and design algorithms, which are basically chapters that propose new models and concepts, which are the basis for achieving intelligent pattern recognition. The second part contains chapters with the main theme of using type-2 fuzzy models and modular neural networks with the aim of designing intelligent systems for complex pattern recognition problems, including iris, ear, face and voice recognition. The third part contains chapters with the theme of evolutionary optimization of type-2 fuzzy systems and modular neural networks in the area of intelligent pattern recognition, which includes the application of genetic algorithms for obtaining optimal type-2 fuzzy integration systems and ideal neural network architectures for solving problems in this area.

Uncertainty Modeling

Vladik Kreinovich
Uncertainty Modeling Book PDF

Author : Vladik Kreinovich
Publisher : Springer
Page : 292 pages
File Size : 41,5 Mb
Release : 2017-01-31
Category : Technology & Engineering
ISBN : 9783319510521

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Uncertainty Modeling by Vladik Kreinovich Pdf

This book commemorates the 65th birthday of Dr. Boris Kovalerchuk, and reflects many of the research areas covered by his work. It focuses on data processing under uncertainty, especially fuzzy data processing, when uncertainty comes from the imprecision of expert opinions. The book includes 17 authoritative contributions by leading experts.

Software Engineering Research, Management and Applications 2011

Roger Lee
Software Engineering Research Management and Applications 2011 Book PDF

Author : Roger Lee
Publisher : Springer
Page : 200 pages
File Size : 40,9 Mb
Release : 2011-11-06
Category : Technology & Engineering
ISBN : 9783642232022

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Software Engineering Research, Management and Applications 2011 by Roger Lee Pdf

The purpose of the 9th International Conference on Software Engineering Research, Management and Applications(SERA 2011) held on August 10-12, 2011 in Baltimore, Maryland was to bring together scientists, engineers, computer users, and students to share their experiences and exchange new ideas and research results about all aspects (theory, applications and tools) of computer and information sciences, and to discuss the practical challenges encountered along the way and the solutions adopted to solve them. The conference organizers selected 12 outstanding papers from SERA 2011, all of which you will find in this volume of Springer’s Studies in Computational Intelligence.

The Unity of Mind, Brain and World

Alfredo Pereira (Jr.)
The Unity of Mind Brain and World Book PDF

Author : Alfredo Pereira (Jr.)
Publisher : Cambridge University Press
Page : 357 pages
File Size : 45,7 Mb
Release : 2013-09-12
Category : Philosophy
ISBN : 9781107026292

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The Unity of Mind, Brain and World by Alfredo Pereira (Jr.) Pdf

This book on consciousness spans the relation of individuals with the world and the individual's constitution at different organizational levels. Covering a diversity of perspectives and presenting a theoretical synthesis, the book will stimulate the current debate on the nature of consciousness, strengthening a more systematic approach to the phenomenon.

Ensembles in Machine Learning Applications

Oleg Okun,Giorgio Valentini,Matteo Re
Ensembles in Machine Learning Applications Book PDF

Author : Oleg Okun,Giorgio Valentini,Matteo Re
Publisher : Springer
Page : 252 pages
File Size : 44,6 Mb
Release : 2011-09-01
Category : Technology & Engineering
ISBN : 9783642229107

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Ensembles in Machine Learning Applications by Oleg Okun,Giorgio Valentini,Matteo Re Pdf

This book contains the extended papers presented at the 3rd Workshop on Supervised and Unsupervised Ensemble Methods and their Applications (SUEMA) that was held in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2010, Barcelona, Catalonia, Spain). As its two predecessors, its main theme was ensembles of supervised and unsupervised algorithms – advanced machine learning and data mining technique. Unlike a single classification or clustering algorithm, an ensemble is a group of algorithms, each of which first independently solves the task at hand by assigning a class or cluster label (voting) to instances in a dataset and after that all votes are combined together to produce the final class or cluster membership. As a result, ensembles often outperform best single algorithms in many real-world problems. This book consists of 14 chapters, each of which can be read independently of the others. In addition to two previous SUEMA editions, also published by Springer, many chapters in the current book include pseudo code and/or programming code of the algorithms described in them. This was done in order to facilitate ensemble adoption in practice and to help to both researchers and engineers developing ensemble applications.

Handbook On Computational Intelligence (In 2 Volumes)

Angelov Plamen Parvanov
Handbook On Computational Intelligence In 2 Volumes Book PDF

Author : Angelov Plamen Parvanov
Publisher : World Scientific
Page : 964 pages
File Size : 43,5 Mb
Release : 2016-03-18
Category : Computers
ISBN : 9789814675024

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Handbook On Computational Intelligence (In 2 Volumes) by Angelov Plamen Parvanov Pdf

With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social sciences, economics and biology, medicine and social networks, to cyber security.The Handbook of Computational Intelligence (in two volumes) prompts readers to look at these problems from a non-traditional angle. It takes a step by step approach, supported by case studies, to explore the issues that have arisen in the process. The Handbook covers many classic paradigms, as well as recent achievements and future promising developments to solve some of these very complex problems. Volume one explores the subjects of fuzzy logic and systems, artificial neural networks, and learning systems. Volume two delves into evolutionary computation, hybrid systems, as well as the applications of computational intelligence in decision making, the process industry, robotics, and autonomous systems.This work is a 'one-stop-shop' for beginners, as well as an inspirational source for more advanced researchers. It is a useful resource for lecturers and learners alike.

Music, Passion, and Cognitive Function

Leonid Perlovsky
Music Passion and Cognitive Function Book PDF

Author : Leonid Perlovsky
Publisher : Academic Press
Page : 202 pages
File Size : 51,9 Mb
Release : 2017-02-25
Category : Psychology
ISBN : 9780128096963

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Music, Passion, and Cognitive Function by Leonid Perlovsky Pdf

Music, Passion, and Cognitive Function examines contemporary cognitive theories of music, why they cannot explain music’s power over us, and the origin and evolution of music. The book presents experimental confirmations of the theory in psychological and neuroimaging research, discussing the parallel evolution of consciousness, musical styles, and cultures since Homer and King David. In addition, it explains that 'in much wisdom is much grief' due to cognitive dissonances created by language that splits the inner world. Music enables us to survive in this sea of grief, overcomes discomforts and stresses of acquiring new knowledge, and unifies the soul, hence the power of music. Provides a foundation of music theory Demonstrates how emotions motivate interaction between cognition and language Covers differentiation and synthesis in consciousness Compares the parallel evolution of music and cultures Examines the idea of music overcoming cognitive dissonances

Handbook of Memetic Algorithms

Ferrante Neri,Carlos Cotta,Pablo Moscato
Handbook of Memetic Algorithms Book PDF

Author : Ferrante Neri,Carlos Cotta,Pablo Moscato
Publisher : Springer
Page : 370 pages
File Size : 41,8 Mb
Release : 2011-10-29
Category : Technology & Engineering
ISBN : 9783642232473

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Handbook of Memetic Algorithms by Ferrante Neri,Carlos Cotta,Pablo Moscato Pdf

Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems. The combination and interaction amongst operators evolves and promotes the diffusion of the most successful units and generates an algorithmic behavior which can handle complex objective functions and hard fitness landscapes. “Handbook of Memetic Algorithms” organizes, in a structured way, all the the most important results in the field of MAs since their earliest definition until now. A broad review including various algorithmic solutions as well as successful applications is included in this book. Each class of optimization problems, such as constrained optimization, multi-objective optimization, continuous vs combinatorial problems, uncertainties, are analysed separately and, for each problem, memetic recipes for tackling the difficulties are given with some successful examples. Although this book contains chapters written by multiple authors, a great attention has been given by the editors to make it a compact and smooth work which covers all the main areas of computational intelligence optimization. It is not only a necessary read for researchers working in the research area, but also a useful handbook for practitioners and engineers who need to address real-world optimization problems. In addition, the book structure makes it an interesting work also for graduate students and researchers is related fields of mathematics and computer science.

Recognizing Variable Environments

Tiansi Dong
Recognizing Variable Environments Book PDF

Author : Tiansi Dong
Publisher : Springer Science & Business Media
Page : 137 pages
File Size : 44,6 Mb
Release : 2011-10-19
Category : Computers
ISBN : 9783642240577

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Recognizing Variable Environments by Tiansi Dong Pdf

Normal adults do not have any difficulty in recognizing their homes. But can artificial systems do in the same way as humans? This book collects interdisciplinary evidences and presents an answer from the perspective of computing, namely, the theory of cognitive prism. To recognize an environment, an intelligent system only needs to classify objects, structures them based on the connection relation (not through measuring!), subjectively orders the objects, and compares with the target environment, whose knowledge is similarly structured. The intelligent system works, therefore, like a prism: when a beam of light (a scene) reaches (is perceived) to an optical prism (by an intelligent system), some light (objects) is reflected (are neglected), those passed through (the recognized objects) are distorted (are ordered differently). So comes the term 'cognitive prism'! Two fundamental propositions used in the theory can be informally stated as follow: an orientation relation is a kind of distance comparison relation -- you being in front of me means you being nearer to my face than to my other sides; a pair of objects being connected means any object, precisely the space occupied by the object, can be moved to a place where it connects with the pair.

Cybersecurity Systems for Human Cognition Augmentation

Robinson E. Pino,Alexander Kott,Michael Shevenell
Cybersecurity Systems for Human Cognition Augmentation Book PDF

Author : Robinson E. Pino,Alexander Kott,Michael Shevenell
Publisher : Springer
Page : 209 pages
File Size : 41,6 Mb
Release : 2014-10-18
Category : Computers
ISBN : 9783319103747

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Cybersecurity Systems for Human Cognition Augmentation by Robinson E. Pino,Alexander Kott,Michael Shevenell Pdf

This book explores cybersecurity research and development efforts, including ideas that deal with the growing challenge of how computing engineering can merge with neuroscience. The contributing authors, who are renowned leaders in this field, thoroughly examine new technologies that will automate security procedures and perform autonomous functions with decision making capabilities. To maximize reader insight into the range of professions dealing with increased cybersecurity issues, this book presents work performed by government, industry, and academic research institutions working at the frontier of cybersecurity and network sciences. Cybersecurity Systems for Human Cognition Augmentation is designed as a reference for practitioners or government employees working in cybersecurity. Advanced-level students or researchers focused on computer engineering or neuroscience will also find this book a useful resource.