http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Emergent neural computational architectures based on neuroscience
1 online resource (x, 576 pages) : illustrations
Towards Novel, Neuroscience-Inspired Computing / Stefan Wermter, Jim Austin and David Willshaw / [et al.] -- Images of the Mind: Brain Images and Neural Networks / John G. Taylor -- Stimulus-Independent Data Analysis for fMRI / Silke Dodel, J. Michael Herrman and Theo Geisel -- Emergence of Modularity within One Sheet of Neurons: A Model Comparison / Cornelius Weber and Klaus Obermayer -- Computational Investigation of Hemispheric Specialization and Interactions / James A. Reggia, Yuri Shkuro and Natalia Shevtsova -- Explorations of the Interaction between Split Processing and Stimulus Types / John Hicks and Padraic Monaghan -- Modularity and Specialized Learning: Mapping between Agent Architectures and Brain Organization / Joanna Bryson and Lynn Andrea Stein -- Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System / Gustavo Deco -- Recurrent Long-Range Interactions in Early Vision / Thorsten Hansen, Wolfgang Sepp and Heiko Neumann -- Neural Mechanisms for Representing Surface and Contour Features / Thorsten Hansen and Heiko Neumann -- Representations of Neuronal Models Using Minimal and Bilinear Realisations / Gary G. R. Green, Will Woods and S. Manchanda -- Collaborative Cell Assemblies: Building Blocks of Cortical Computation / Ronan G. Reilly -- On the Influence of Threshold Variability in a Mean-Field Model of the Visual Cortex / Hauke Bartsch, Martin Stetter and Klaus Obermayer -- Towards Computational Neural Systems through Developmental Evolution / Alistair G. Rust, Rod Adams and Stella George / [et al.] -- The Complexity of the Brain: Structural, Functional, and Dynamic Modules / Peter Erdi and Tamas Kiss -- Synchronisation, Binding, and the Role of Correlated Firing in Fast Information Transmission / Simon R. Schultz, Huw D. R. Golledge and Stefano Panzeri -- Segmenting State into Entities and Its Implication for Learning / James Henderson -- Temporal Structure of Neural Activity and Modelling of Information Processing in the Brain / Roman Borisyuk, Galina Borisyuk and Yakov Kazanovich -- Role of the Cerebellum in Time-Critical Goal-Oriented Behaviour: Anatomical Basis and Control Principle / Guido Bugmann -- Locust Olfaction (Synchronous Oscillations in Excitatory and Inhibitory Groups of Spiking Neurons) / David C. Sterratt -- Temporal Coding in Neuronal Populations in the Presence of Axonal and Dendritic Conduction Time Delays / David M. Halliday -- The Role of Brain Chaos / Peter Andras -- Neural Network Classification of Word Evoked Neuromagnetic Brain Activity / Ramin Assadollahi and Friedemann Pulvermuller -- Simulation Studies of the Speed of Recurrent Processing / Stefano Panzeri, Edmund T. Rolls and Francesco P. Battaglia / [et al.] -- The Dynamics of Learning and Memory: Lessons from Neuroscience / Michael J. Denham -- Biological Grounding of Recruitment Learning and Vicinal Algorithms in Long-Term Potentiation / Lokendra Shastri -- Plasticity and Nativism: Towards a Resolution of an Apparent Paradox / Gary F. Marcus -- Cell Assemblies as an Intermediate Level Model of Cognition / Christian R. Huyck -- Modelling Higher Cognitive Functions with Hebbian Cell Assemblies / Marcin Chady -- Spiking Associative Memory and Scene Segmentation by Synchronization of Cortical Activity / Andreas Knoblauch and Gunther Palm -- A Familiarity Discrimination Algorithm Inspired by Computations of the Perirhinal Cortex / Rafal Bogacz, Malcolm W. Brown and Christophe Giraud-Carrier -- Linguistic Computation with State Space Trajectories / Hermann Moisl -- Robust Stimulus Encoding in Olfactory Processing: Hyperacuity and Efficient Signal Transmission / Tim Pearce, Paul Verschure and Joel White / [et al.] -- Finite-State Computation in Analog Neural Networks: Steps towards Biologically Plausible Models? / Mikel L. Forcada and Rafael C. Carrasco -- An Investigation into the Role of Cortical Synaptic Depression in Auditory Processing / Sue L. Denham and Michael J. Denham -- The Role of Memory, Anxiety, and Hebbian Learning in Hippocampal Function: Novel Explorations in Computational Neuroscience and Robotics / John F. Kazer and Amanda J. C. Sharkey -- Using a Time-Delay Actor-Critic Neural Architecture with Dopamine-Like Reinforcement Signal for Learning in Autonomous Robots / Andres Perez-Uribe -- Connectionist Propositional Logic (A Simple Correlation Matrix Memory Based Reasoning System) / Daniel Kustrin and Jim Austin -- Analysis and Synthesis of Agents That Learn from Distributed Dynami Data Sources / Doina Caragea, Adrian Silvescu and Vasant Honavar -- Connectionist Neuroimaging / Stephen Jose Hanson, Michiro Negishi and Catherine Hanson.
Stefan Wermter, Jim Austin, David Willshaw.
Includes bibliographical references and index.
Emergent neural computational architectures based on neuroscience (Online)
Lecture notes in computer science ; 2036
Lecture notes in artificial intelligence