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SpiNDeK: An integrated design tool for the multiprocessor emulation of complex bioinspired spiking neural networks
Hauptvogel, Michael; Madrenas Boadas, Jordi; Moreno Aróstegui, Juan Manuel
Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica; Universitat Politècnica de Catalunya. AHA - Arquitectures Hardware Avançades
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.
Àrees temàtiques de la UPC::Enginyeria electrònica
Electronics
Neural network modeling and connectionism
Electrònica
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/conferenceObject
IEEE Computer Society Publications
         

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