Cognitive Science
portes grátis
Cognitive Science
Integrative Synchronization Mechanisms in Cognitive Neuroarchitectures of Modern Connectionism
Maurer, Harald
Taylor & Francis Ltd
04/2022
382
Mole
Inglês
9780367638917
15 a 20 dias
453
Descrição não disponível.
Preface. Introduction: Theory of an Integrative Neurocognition. PART 1: FOUNDATIONS OF COGNITIVE SCIENCE. Cognitive Science: Integrative Theory of Cognition, Cognitivism and Computationalism. (General) Theory of (Nonlinear) Dynamical Systems and the Paradigm of Self-Organization. Theoretical Paradigms in Cognitive Science and in Theoretical Neurophilosophy. Integrative Synchronization Mechanisms and Models in the Cognitive Neurosciences. Mathematical, Physical and Neuronal Entropy Based Information Theory. PART 2: COGNITIVE NEUROARCHITECTURES IN NEUROINFORMATICS, IN COGNITIVE SCIENCE AND IN COMPUTATIONAL NEUROSCIENCE. Systematic Class of Classic Vector Based Architecture Typs. Systematic Class of Attractor Based Architecture Typs. Systematic Class of Oscillator Based Architecture Typs. Systematic Class of System Dynamic Based and Synapse Based Architecture Typs. Systematic Class of Information Based Architecture Typs. Epilogue: Discussion, Evaluation and Future Research. Bibliography. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Connection Weights;connectionism;Von Der Malsburg;artificial neural networks;Reservoir Computing;information theory;Binding Problem;cognitive science;Tensor Product Representation;nonlinear dynamic systems;Dynamic Artificial Neural Networks;self-organization;Turing Machine;Neurocognitive Systems;SFC;Recurrent Neural Network;IIT;Synchronization Mechanisms;Recurrent Layer;Harmony Theory;Oscillatory Networks;Markov Blanket;Winner Neuron;Neuronal Synchronization;Nonlinear Dynamical System Theory;Neural Engineering Framework;Harmonic Grammar;Thermodynamic Entropy;Knowledge Atoms;Neural Field;ESN
Preface. Introduction: Theory of an Integrative Neurocognition. PART 1: FOUNDATIONS OF COGNITIVE SCIENCE. Cognitive Science: Integrative Theory of Cognition, Cognitivism and Computationalism. (General) Theory of (Nonlinear) Dynamical Systems and the Paradigm of Self-Organization. Theoretical Paradigms in Cognitive Science and in Theoretical Neurophilosophy. Integrative Synchronization Mechanisms and Models in the Cognitive Neurosciences. Mathematical, Physical and Neuronal Entropy Based Information Theory. PART 2: COGNITIVE NEUROARCHITECTURES IN NEUROINFORMATICS, IN COGNITIVE SCIENCE AND IN COMPUTATIONAL NEUROSCIENCE. Systematic Class of Classic Vector Based Architecture Typs. Systematic Class of Attractor Based Architecture Typs. Systematic Class of Oscillator Based Architecture Typs. Systematic Class of System Dynamic Based and Synapse Based Architecture Typs. Systematic Class of Information Based Architecture Typs. Epilogue: Discussion, Evaluation and Future Research. Bibliography. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Connection Weights;connectionism;Von Der Malsburg;artificial neural networks;Reservoir Computing;information theory;Binding Problem;cognitive science;Tensor Product Representation;nonlinear dynamic systems;Dynamic Artificial Neural Networks;self-organization;Turing Machine;Neurocognitive Systems;SFC;Recurrent Neural Network;IIT;Synchronization Mechanisms;Recurrent Layer;Harmony Theory;Oscillatory Networks;Markov Blanket;Winner Neuron;Neuronal Synchronization;Nonlinear Dynamical System Theory;Neural Engineering Framework;Harmonic Grammar;Thermodynamic Entropy;Knowledge Atoms;Neural Field;ESN
