Get The Neural Simulation Language: A System for Brain Modeling PDF

By Alfredo Weitzenfeld

ISBN-10: 0262731495

ISBN-13: 9780262731492

ISBN-10: 0585437084

ISBN-13: 9780585437088

The Neural Simulation Language (NSL), built by means of Alfredo Weitzenfeld, Michael Arbib, and Amanda Alexander, offers a simulation setting for modular mind modeling. NSL is an object-oriented language supplying object-oriented protocols appropriate to all degrees of neural simulation. one among NSL's major strengths is that it allows reasonable modeling of the anatomy of macroscopic mind structures.The publication is split into components. the 1st half provides an summary of neural community and schema modeling, a quick historical past of NSL, and a close dialogue of the recent model, NSL 3.0. It contains tutorials on a number of easy schema and neural community types. the second one half offers types inbuilt NSL through researchers from world wide, together with these for conditional studying, face attractiveness, associative seek networks, and visuomotor coordination. every one bankruptcy presents an evidence of a version, an summary of the NSL 3.0 code, and a consultant set of simulation effects.

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Extra resources for The Neural Simulation Language: A System for Brain Modeling

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4 Maximum Selector The Maximum Selector neural model (Amari and Arbib 1977) is an example of a biologically inspired neural network. The network is based on the Didday model for prey selection (Didday 1976) and is more generally known as a Winner Take All (WTA) neural network. The model uses competition mechanisms to obtain, in many cases, a single winner in the network where the input signal with the greatest strength is propagated along to the output of the network. 6. External input to the network is represented by si (for 0 i n-1).

Thin lines describe connections among sub-modules while thick lines describe entry (with arrows) and exit points to and from modules. Pentagon shaped boxes represent input ports (when lines come out from a vertex) and output ports (when lines point to a side) for the higher-level module whose schematics is being described. SCS also provides many of the library functions that are necessary to organize and manage the modules including model and module version management as overviewed in the following section.

If the user specifies “0_0_0” the most current version of the module would be used instead and whenever there is a more recent version of the module, that version will be used. ” Each individual library file stores metadata describing the software used to create the corresponding model/module. 5 Summary In this first chapter we have introduced modeling and simulation of neural networks in general and in relation to NSL. We also gave an overview of the NSL system components including a description of the technology used to build the system as well as simulate models using NSL.

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The Neural Simulation Language: A System for Brain Modeling by Alfredo Weitzenfeld

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