Advances In Cognitive Neurodynamics Iii

Author : Rubin Wang,Fanji Gu
Publisher : Springer Science & Business Media
Page : 756 pages
File Size : 53,7 Mb
Release : 2011-01-06
Category : Medical
ISBN : 9789048196951

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Advances in Cognitive Neurodynamics (II) by Rubin Wang,Fanji Gu Pdf

Within our knowledge, the series of the International Conference on Cognitive Neurodynamics (ICCN) is the only conference series dedicating to cognitive neurodynamics. This volume is the proceedings of the 2nd International Conference on Cognitive Neurodynamics held in 2009, which reviews the progress in this field since the 1st ICCN -2007. The topics include: Neural coding and realistic neural network dynamics, Neural population dynamics, Firing Oscillations and Patterns in Neuronal Networks, Brain imaging, EEG, MEG, Sensory and Motor Dynamics, Global cognitive function, Multi-scalar Neurodynamics - from Physiology to Systems Theory, Neural computing, Emerging Technologies for Brain Computer Interfaces, Neural dynamics of brain disorders.

Author : Rubin Wang,Fanji Gu
Publisher : Unknown
Page : 780 pages
File Size : 41,5 Mb
Release : 2011-03-30
Category : Electronic
ISBN : 9048196965

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Advances in Cognitive Neurodynamics (II) by Rubin Wang,Fanji Gu Pdf

Author : Yoko Yamaguchi
Publisher : Springer Science & Business Media
Page : 799 pages
File Size : 43,9 Mb
Release : 2013-04-08
Category : Medical
ISBN : 9789400747920

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Advances in Cognitive Neurodynamics (III) by Yoko Yamaguchi Pdf

Within our knowledge, the series of the International Conference on Cognitive Neurodynamics (ICCN) is the only conference series dedicating to cognitive neurodynamis. This volume is the proceedings of the 3rd International Conference on Cognitive Neurodynamics held in 2011, which reviews the progress in this field since the 1st ICCN - 2007. The topics include: Neural coding and realistic neural network dynamics, Neural population dynamics, Firing Oscillations and Patterns in Neuronal Networks, Brain imaging, EEG, MEG, Sensory and Motor Dynamics, Global cognitive function, Multi-scalar Neurodynamics - from Physiology to Systems Theory, Neural computing, Emerging Technologies for Brain Computer Interfaces, Neural dynamics of brain disorders.

Author : Hans Liljenström
Publisher : Springer
Page : 618 pages
File Size : 40,8 Mb
Release : 2015-01-14
Category : Medical
ISBN : 9789401795487

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Advances in Cognitive Neurodynamics (IV) by Hans Liljenström Pdf

This volume is the proceedings of the 4th International Conference on Cognitive Neurodynamics (ICCN2013) held in Sweden in 2013. The included papers reflect the large span of research presented and are grouped in ten parts that are organized essentially in a top-down structure. The first parts deal with social/interactive (I) and mental (II) aspects of brain functions and their relation to perception and cognition (III). Next, more specific aspects of sensory systems (IV) and neural network dynamics of brain functions (V), including the effects of oscillations, synchronization and synaptic plasticity (VI), are addressed, followed by papers particularly emphasizing the use of neural computation and information processing (VII). With the next two parts, the levels of cellular and intracellular processes (VIII) and finally quantum effects (IX) are reached. The last part (X) is devoted to the contributions invited by the Dynamic Brain Forum (DBF), which was co-organized with ICCN2013.

Author : Alessandra Lintas,Paolo Enrico,Xiaochuan Pan,Rubin Wang,Alessandro Villa
Publisher : Springer Nature
Page : 279 pages
File Size : 50,9 Mb
Release : 2021-09-30
Category : Medical
ISBN : 9789811603174

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Advances in Cognitive Neurodynamics (VII) by Alessandra Lintas,Paolo Enrico,Xiaochuan Pan,Rubin Wang,Alessandro Villa Pdf

This book contains original articles submitted to the Seventh International Conference on Cognitive Neurodynamics (ICCN 2019). The brain is an endless case study of a complex system characterized by multiple levels of integration, multiple time scales of activity, and multiple coding and decoding properties. The contribution of several disciplines, mathematics, physics, computer science, neurobiology, pharmacology, physiology, and behavioral and clinical sciences, is necessary in order to cope with such seemingly unattainable complexity that transforms the experimental information into a tricky puzzle which hides the correspondence with model predictions. This conference gathered active participants to discuss ideas and pose new questions from different viewpoints, ranging from single neurons and neural networks to animal/human behavior in theoretical and experimental studies. The conference is organized with plenary lectures, mini-symposia, interdisciplinary round tables, and oral and poster sessions.

Author : Rubin Wang,Fanji Gu,Enhua Shen
Publisher : Springer Science & Business Media
Page : 991 pages
File Size : 54,9 Mb
Release : 2008-09-15
Category : Medical
ISBN : 9781402083877

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Advances in Cognitive Neurodynamics by Rubin Wang,Fanji Gu,Enhua Shen Pdf

Fifty years ago, enthused by successes in creating digital computers and the DNA model of heredity, scientists were con?dent that solutions to the problems of und- standing biological intelligence and creating machine intelligence were within their grasp. Progress at ?rst seemed rapid. Giant ‘brains’ that ?lled air-conditioned rooms were shrunk into briefcases. The speed of computation doubled every two years. What these advances revealed is not the solutions but the dif?culties of the pr- lems. We are like the geographers who ‘discovered’ America, not as a collection of islands but as continents seen only at shores and demanding exploration. We are astounded less by the magnitude of our discoveries about how brains cogitate than by the enormity of the tasks we have undertaken, to explain and replicate the higher functions of brains. Five decades of brain research have led to the emergence of a new ?eld, which spans the entire range of brain cognition from quantum ?elds to social interactions, and which is combined by the conceptions of nonlinear neurodynamics operating simultaneously at and across all levels. A new breed of scientists has emerged, schooled in multiple academic disciplines, comfortable in working with data from different levels, and conversant with the mathematical tools that are essential to cross boundaries.

Author : Alessandra Lintas,Paolo Enrico,Xiaochuan Pan,Rubin Wang,Alessandro Villa
Publisher : Unknown
Page : 0 pages
File Size : 43,6 Mb
Release : 2021
Category : Electronic
ISBN : 9811603189

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Advances in Cognitive Neurodynamics (VII) by Alessandra Lintas,Paolo Enrico,Xiaochuan Pan,Rubin Wang,Alessandro Villa Pdf

This book contains original articles submitted to the Seventh International Conference on Cognitive Neurodynamics (ICCN 2019). The brain is an endless case study of a complex system characterized by multiple levels of integration, multiple time scales of activity, and multiple coding and decoding properties. The contribution of several disciplines, mathematics, physics, computer science, neurobiology, pharmacology, physiology, and behavioral and clinical sciences, is necessary in order to cope with such seemingly unattainable complexity that transforms the experimental information into a tricky puzzle which hides the correspondence with model predictions. This conference gathered active participants to discuss ideas and pose new questions from different viewpoints, ranging from single neurons and neural networks to animal/human behavior in theoretical and experimental studies. The conference is organized with plenary lectures, mini-symposia, interdisciplinary round tables, and oral and poster sessions.

Author : José M. Delgado-García,Xiaochuan Pan,Raudel Sánchez-Campusano,Rubin Wang
Publisher : Springer
Page : 407 pages
File Size : 42,7 Mb
Release : 2018-06-28
Category : Medical
ISBN : 9789811088544

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Advances in Cognitive Neurodynamics (VI) by José M. Delgado-García,Xiaochuan Pan,Raudel Sánchez-Campusano,Rubin Wang Pdf

This proceedings contains articles submitted to the sixth International Conference on Cognitive Neurodynamics (ICCN2017). The Meeting included plenary lectures, specialized symposia, and posters presentations. The main topics of the meeting addressed the general substrates underlying neural functions and the neural dynamics in sensory, motor, and cognitive systems. Other important neuroscience fields covered in the meeting were learning and memory processes and the functionally-related changes in synaptic strength, neural oscillations, synchronizations and coherence activities between different neural circuits, and the imaging of cognitive networks. Finally, specific articles covered several fields related to neural computation and neuroengineering, the modelling higher-order functions and dysfunctions and the experimental design of brain-to-computer and brain-to-brain interactions. All articles were peer-reviewed. The ICCN is a series conference that takes place every two years since 2007.

Author : Rubin Wang,Xiaochuan Pan
Publisher : Springer
Page : 872 pages
File Size : 52,9 Mb
Release : 2016-01-29
Category : Medical
ISBN : 9789811002076

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Advances in Cognitive Neurodynamics (V) by Rubin Wang,Xiaochuan Pan Pdf

This proceedings contains articles submitted to the fifth International Conference on Cognitive Neurodynamics (ICCN2015). In ICCN2015, twelve invited plenary lectures were presented by the leading scientists in their respective research fields. More than 15 mini-symposiums are organized by specialists with topics covering: motor control and learning, dynamic coding in distributed neural circuits, dynamics of firing patterns and synchronization in neuronal systems, information and signal processing techniques in neurotechnology, neural oscillations and synaptic plasticity in the hippocampus, new perspective on model-based vs. model-free brain process, neural mechanisms of internal switching, neuroinformation computation, neural model and dynamics, imaging human cognitive networks, neuroinformatics, neuroergonomics & neuroengineering, dynamic brain for communication, visual information processing and functional imaging and neural mechanisms of language processing. All articles are peer-reviewed. The ICCN is a series conference held every two years since 2007.

Author : José M. Delgado-García,Xiaochuan Pan,Raudel Sánchez-Campusano,Rubin Wang
Publisher : Unknown
Page : 407 pages
File Size : 44,9 Mb
Release : 2018
Category : Biomedical engineering
ISBN : 9811088551

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Advances in Cognitive Neurodynamics (VI) by José M. Delgado-García,Xiaochuan Pan,Raudel Sánchez-Campusano,Rubin Wang Pdf

This proceedings contains articles submitted to the sixth International Conference on Cognitive Neurodynamics (ICCN2017). The Meeting included plenary lectures, specialized symposia, and posters presentations. The main topics of the meeting addressed the general substrates underlying neural functions and the neural dynamics in sensory, motor, and cognitive systems. Other important neuroscience fields covered in the meeting were learning and memory processes and the functionally-related changes in synaptic strength, neural oscillations, synchronizations and coherence activities between different neural circuits, and the imaging of cognitive networks. Finally, specific articles covered several fields related to neural computation and neuroengineering, the modelling higher-order functions and dysfunctions and the experimental design of brain-to-computer and brain-to-brain interactions. All articles were peer-reviewed. The ICCN is a series conference that takes place every two years since 2007.

Author : Leonid I. Perlovsky,Robert Kozma
Publisher : Springer
Page : 366 pages
File Size : 49,7 Mb
Release : 2007-08-26
Category : Technology & Engineering
ISBN : 9783540732679

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Neurodynamics of Cognition and Consciousness by Leonid I. Perlovsky,Robert Kozma Pdf

Experimental evidence in humans and other mammalians indicates that complex neurodynamics is crucial for the emergence of higher-level intelligence. Dynamical neural systems with encoding in limit cycle and non-convergent attractors have gained increasing popularity in the past decade. The role of synchronization, desynchronization, and intermittent synchronization on cognition has been studied extensively by various authors, in particular by authors contributing to the present volume. This book addresses dynamical aspects of brain functions and cognition.

Author : Harald Maurer
Publisher : CRC Press
Page : 415 pages
File Size : 41,6 Mb
Release : 2021-07-08
Category : Medical
ISBN : 9781351043502

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Cognitive Science by Harald Maurer Pdf

The Mind and Brain are usually considered as one and the same nonlinear, complex dynamical system, in which information processing can be described with vector and tensor transformations and with attractors in multidimensional state spaces. Thus, an internal neurocognitive representation concept consists of a dynamical process which filters out statistical prototypes from the sensorial information in terms of coherent and adaptive n-dimensional vector fields. These prototypes serve as a basis for dynamic, probabilistic predictions or probabilistic hypotheses on prospective new data (see the recently introduced approach of "predictive coding" in neurophilosophy). Furthermore, the phenomenon of sensory and language cognition would thus be based on a multitude of self-regulatory complex dynamics of synchronous self-organization mechanisms, in other words, an emergent "flux equilibrium process" ("steady state") of the total collective and coherent neural activity resulting from the oscillatory actions of neuronal assemblies. In perception it is shown how sensory object informations, like the object color or the object form, can be dynamically related together or can be integrated to a neurally based representation of this perceptual object by means of a synchronization mechanism ("feature binding"). In language processing it is shown how semantic concepts and syntactic roles can be dynamically related together or can be integrated to neurally based systematic and compositional connectionist representations by means of a synchronization mechanism ("variable binding") solving the Fodor-Pylyshyn-Challenge. Since the systemtheoretical connectionism has succeeded in modeling the sensory objects in perception as well as systematic and compositional representations in language processing with this vector- and oscillation-based representation format, a new, convincing theory of neurocognition has been developed, which bridges the neuronal and the cognitive analysis level. The book describes how elementary neuronal information is combined in perception and language, so it becomes clear how the brain processes this information to enable basic cognitive performance of the humans.

Author : Stefan Wermter,Cornelius Weber,Wlodzislaw Duch,Timo Honkela,Petia Koprinkova-Hristova,Sven Magg,Günther Palm,Allessandro E.P. Villa
Publisher : Springer
Page : 852 pages
File Size : 42,6 Mb
Release : 2014-08-18
Category : Computers
ISBN : 9783319111797

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Artificial Neural Networks and Machine Learning -- ICANN 2014 by Stefan Wermter,Cornelius Weber,Wlodzislaw Duch,Timo Honkela,Petia Koprinkova-Hristova,Sven Magg,Günther Palm,Allessandro E.P. Villa Pdf

The book constitutes the proceedings of the 24th International Conference on Artificial Neural Networks, ICANN 2014, held in Hamburg, Germany, in September 2014. The 107 papers included in the proceedings were carefully reviewed and selected from 173 submissions. The focus of the papers is on following topics: recurrent networks; competitive learning and self-organisation; clustering and classification; trees and graphs; human-machine interaction; deep networks; theory; reinforcement learning and action; vision; supervised learning; dynamical models and time series; neuroscience; and applications.

Author : P. Hitzler,M.K. Sarker,A. Eberhart
Publisher : IOS Press
Page : 706 pages
File Size : 53,7 Mb
Release : 2023-08-04
Category : Computers
ISBN : 9781643684079

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Compendium of Neurosymbolic Artificial Intelligence by P. Hitzler,M.K. Sarker,A. Eberhart Pdf

If only it were possible to develop automated and trainable neural systems that could justify their behavior in a way that could be interpreted by humans like a symbolic system. The field of Neurosymbolic AI aims to combine two disparate approaches to AI; symbolic reasoning and neural or connectionist approaches such as Deep Learning. The quest to unite these two types of AI has led to the development of many innovative techniques which extend the boundaries of both disciplines. This book, Compendium of Neurosymbolic Artificial Intelligence, presents 30 invited papers which explore various approaches to defining and developing a successful system to combine these two methods. Each strategy has clear advantages and disadvantages, with the aim of most being to find some useful middle ground between the rigid transparency of symbolic systems and the more flexible yet highly opaque neural applications. The papers are organized by theme, with the first four being overviews or surveys of the field. These are followed by papers covering neurosymbolic reasoning; neurosymbolic architectures; various aspects of Deep Learning; and finally two chapters on natural language processing. All papers were reviewed internally before publication. The book is intended to follow and extend the work of the previous book, Neuro-symbolic artificial intelligence: The state of the art (IOS Press; 2021) which laid out the breadth of the field at that time. Neurosymbolic AI is a young field which is still being actively defined and explored, and this book will be of interest to those working in AI research and development.

Author : Chenxiao Cai,Zidong Wang,Jing Xu,Yun Zou
Publisher : Springer
Page : 227 pages
File Size : 43,7 Mb
Release : 2016-09-28
Category : Technology & Engineering
ISBN : 9783319454054

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Finite Frequency Analysis and Synthesis for Singularly Perturbed Systems by Chenxiao Cai,Zidong Wang,Jing Xu,Yun Zou Pdf

This book is a self-contained collection of recent research findings providing a comprehensive and systematic unified framework for both analysis and synthesis for singularly perturbed systems. It paves the way for the gap between frequency-domain-transfer-function-based results and time-domain-state-space-based results to be bridged. It is divided into three parts focusing on: fundamental background of singular perturbation; general singular perturbation methodologies and time-scale techniques and the theoretical foundation of finite-frequency control; the analysis and synthesis of singularly perturbed systems; and real-world engineering applications implementing the results developed in systems like wind turbines and autonomous-aerial-vehicle hovering. It also presents solutions to analysis and design problems in terms of linear matrix inequalities. Lastly, it provides valuable reference material for researchers who wish to explore the design of controllers for such systems.