Title:
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SpiNDeK: An integrated design tool for the multiprocessor emulation of complex bioinspired spiking neural networks
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Author:
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Hauptvogel, Michael; Madrenas Boadas, Jordi; Moreno Aróstegui, Juan Manuel
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Other authors:
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Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica; Universitat Politècnica de Catalunya. AHA - Arquitectures Hardware Avançades |
Abstract:
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SpiNDeK (Spiking Neural Network Design Kit) is
an integrated design tool intended to support the development
of emulation of complex bioinspired neural networks. In this
work, the most relevant aspects of the tool are reported,
regarding the generation of connections as well as synapse and
neuron parameters of spiking neural networks as well as the
automated code generation and simulation, ready to be
executed by an ad-hoc parallel architecture. The tool is fully
functional and has demonstrated its usefulness. |
Subject(s):
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-Àrees temàtiques de la UPC::Enginyeria electrònica -Electronics -Neural network modeling and connectionism -Electrònica |
Rights:
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Document type:
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Article - Published version Conference Object |
Published by:
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IEEE Computer Society Publications
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