NEST (NEural Simulation Tool)

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چکیده

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NEST by Example: An Introduction to the Neural Simulation Tool NEST Version 2.6.0

The neural simulation tool NEST can simulate small to very large networks of point-neurons or neurons with a few compartments. In this chapter, we show by example how models are programmed and simulated in NEST. This document is based on a preprint version of Gewaltig et al. (2012) and has been updated for NEST 2.6 (r11744). Updated to 2.6.0 Hans E. Plesser, December 2014 Updated to 2.4.0 Hans ...

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NEST by example: an introduction to the neural simulation tool NEST

NEST is a simulator for networks of point neurons, that is, neuron models that collapse the morphology (geometry) of dendrites, axons, and somata into either a single compartment or a small number of compartments (Gewaltig and Diesmann, 2007). This simplification is useful for questions about the dynamics of large neuronal networks with complex connectivity. In this text, we give a practical in...

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This paper describes Nest, a testbed which provides a simulated network environment for developing and analyzing distributed systems and algorithms. Nest has a number of interesting features, including a transparent implementation of lightweight processes under UNIX, and a distributed monitoring facility with a graphical user interface.

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Neural networks (NNs) have begun to have a pervasive impact on various applications of machine learning. However, the problem of finding an optimal NN architecture for large applications has remained open for several decades. Conventional approaches search for the optimal NN architecture through extensive trial-and-error. Such a procedure is quite inefficient. In addition, the generated NN arch...

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This paper describes Nest, an graphical environment for distributed networked systems simulation and rapid-prototyping. Nest users can develop and test distributed systems and protocols (from crude models to actual system code) within simulated network scenarios. Nest represents an environment-based approach to simulation. Users view Nest as an extension of their standard Unix'"" environment. N...

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ژورنال

عنوان ژورنال: Scholarpedia

سال: 2007

ISSN: 1941-6016

DOI: 10.4249/scholarpedia.1430