Neural Network Simulation Environments by Josef Skrzypek (English) Hardcover Boo

Description: Neural Network Simulation Environments by Josef Skrzypek Neural Network Simulation Environments describes some of the best examples of neural simulation environments. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher Description This work describes examples of neural simulation environments. All current neural simulation tools can be classified into four overlapping categories of increasing sophistication in software engineering. The least sophisticated are undocumented and dedicated programs, developed to solve just one specific problem; these tools cannot easily be used by the larger community and have not been included in this volume. The next category is a collection of custom-made programs, some perhaps borrowed from other application domains, and organized into libraries, sometimes with a rudimentary user interface. More recently, very sophisticated programs started to appear that integrate advanced graphical user interface and other data analysis tools. These are frequently dedicated to just one neural architecture/algorithm as, for example, three layers of interconnected artificial "neurons" learning to generalize input vectors using a backpropagation algorithm.Currently, the most sophisticated simulation tools are complete, system-level environments, incorporating the most advanced concepts in software engineering that can support experimentation and model development of a wide range of neural networks. These environments include sophisticated graphical user interfaces as well as an array of tools for analysis, manipulation and visualization of neural data. The text should serve as a useful reference for researchers in both academia and industry, and can be used as a text for advanced courses on the subject. Table of Contents 1. A Simulation Environment for Computational Neuroscience.- 2. NEXUS: A Neural Simulator for Integrating Top-Down and Bottom-Up Modeling.- 3. SWIM - A Simulation Environment for Realistic Neural Network Modeling.- 4. NSL - Neural Simulation Language.- 5. CAJAL: A Simulator for Neurobiological Networks.- 6. NBC: A Workstation for Biological Neural Network Simulation.- 7. NeMoSys: A System for Realistic Single Neuron Modeling.- 8. The NEURON Simulation Program.- 9. SNNS (Stuttgart Neural Network Simulator).- 10. Rochester Connectionist Simulation Environment.- 11. The Asprin/Migraines Software Package.- 12. MUME - A Multi-Net Multi-Architecture Neural Simulation Environment. Promotional Springer Book Archives Long Description Neural Network Simulation Environments describes some of the best examples of neural simulation environments. All current neural simulation tools can be classified into four overlapping categories of increasing sophistication in software engineering. The least sophisticated are undocumented and dedicated programs, developed to solve just one specific problem; these tools cannot easily be used by the larger community and have not been included in this volume. The next category is a collection of custom-made programs, some perhaps borrowed from other application domains, and organized into libraries, sometimes with a rudimentary user interface. More recently, very sophisticated programs started to appear that integrate advanced graphical user interface and other data analysis tools. These are frequently dedicated to just one neural architecture/algorithm as, for example, three layers of interconnected artificial neurons learning to generalize input vectors using a backpropagation algorithm. Currently, the most sophisticated simulation tools are complete, system-level environments, incorporating the most advanced concepts in software engineering that can support experimentation and model development of a wide range of neural networks. These environments include sophisticated graphical user interfaces as well as an array of tools for analysis, manipulation and visualization of neural data. Neural Network Simulation Environments is an excellent reference for researchers in both academia and industry, and can be used as a text for advanced courses on the subject. Details ISBN0792394151 Author Josef Skrzypek Short Title NEURAL NETWORK SIMULATION ENVI Language English ISBN-10 0792394151 ISBN-13 9780792394150 Media Book Format Hardcover DEWEY 006.3 Series Number 254 Place of Publication Dordrecht Publisher Springer Pages 251 Edition 1994th Imprint Springer Country of Publication Netherlands Edited by Josef Skrzypek DOI 10.1007/b115998;10.1007/978-1-4615-2736-7 Edition Description 1994 ed. Series The Springer International Series in Engineering and Computer Science Year 1994 Publication Date 1994-02-28 Alternative 9781461361800 Illustrations XXIII, 251 p. Audience Postgraduate, Research & Scholarly We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:96227083;

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