Browsing by Author "Sánchez Rivera, Giovanny"
AER-SRT: scalable spike distribution by means of synchronous serial ring topology address event representation Dorta Pérez, Silvestre Taho; Zapata Rodríguez, Mireya; Madrenas Boadas, Jordi; Sánchez Rivera, Giovanny (2016-01-01)
Open AccessGiven the massive number of interconnects in Spiking Neural Networks (SNNs), distributing spikes effciently becomes a critical issue for the efficient hardware emulation of large-scale SNNs. In this work, the AER-SRT ...
Madrenas Boadas, Jordi; Fernández Martínez, Daniel; Cosp Vilella, Jordi; Moreno Aróstegui, Juan Manuel; Martínez Alvarado, Luis Arturo; Sánchez Rivera, Giovanny (2011)
Restricted access - publisher's policyIn this work, the architecture of a system intended for bioinspired environment perception is described. Considering the technology trends and applications requirements, the properties of such a system are discussed. ...
Efficient multiprocessing architectures for spiking neural network emulation based on configurable devices Sánchez Rivera, Giovanny (Universitat Politècnica de Catalunya, 2014-06-12)
Performance evaluation and scaling of a multiprocessor architecture emulating complex SNN algorithms Sánchez Rivera, Giovanny; Madrenas Boadas, Jordi; Moreno Aróstegui, Juan Manuel (Springer Verlag, 2010-09)
Restricted access - publisher's policyThe performance analysis of an efficient multiprocessor architecture that allows accelerating the emulation of large-scale Spiking Neural Networks (SNNs) is reported. After describing the architecture and the complex SNN ...
Sánchez Rivera, Giovanny; Koickal, Thomas Jacob; Sripad T A, Athul; Gouveia, Luiz Carlos; Hamilton, Alister; Madrenas Boadas, Jordi (Institute of Electrical and Electronics Engineers (IEEE), 2013)
Restricted access - publisher's policyA spiking-neuron-based system that combines analog and digital multi-processor implementations for the bio-inspired processing of sensors is reported. This combination allows creating a powerful bio-inspired multiple-input ...