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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
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Proceedings - IEEE International Symposium on Circuits and Systems(1)
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Compact associative memory for AER spike decoding in FPGA-based evolvable SNN emulation
Conference ObjectAbstract: A spike decoding scheme for Address Event Representation (AER)-based transmission in Spiking NeuralPalabras claves:AER, Associative memory, Digital neuromorphic systems, Evolvable connections, SNNAutores:Madrenas J., Mireya Zapata-RodríguezFuentes:googlescopusAn implementation of a spiking neural network using digital spiking silicon neuron model on a SIMD processor
Conference ObjectAbstract: We implement a digital spiking silicon neuron (DSSN) [1] in a single instruction multiple data (SIMDPalabras claves:DSSN, Fpga, SIMD processor, SNNAutores:Hori S., Madrenas J., Mireya Zapata-Rodríguez, Morie T., Tamukoh H.Fuentes:scopusAER-SRT: Scalable spike distribution by means of synchronous serial ring topology address event representation
ArticleAbstract: Given the massive number of interconnects in Spiking Neural Networks (SNNs), distributing spikes effPalabras claves:AER (Address Event Representation), Aurora protocol, Multi-chip communication, SNN emulation, Synchronous serial ring, Time slot emulationAutores:Dorta T., Madrenas J., Mireya Zapata-Rodríguez, Sánchez G.Fuentes:googlescopusHardware-software co-design for efficient and scalable real-time emulation of SNNs on the edge
Conference ObjectAbstract: This paper introduces a novel workflow for Distributed Spiking Neural Network Architecture (DSNA). APalabras claves:Edge computing, Hardware-Software Integration, HEENS, Neural Computing, SNAVA, SNN, Spiking Neural NetworksAutores:Bernardo Vallejo-Mancero, Madrenas J., Mata-Hernandez D., Mireya Zapata-Rodríguez, Oltra-Oltra J.A., Sato S.Fuentes:googlescopusReal-Time Display of Spiking Neural Activity of SIMD Hardware Using an HDMI Interface
Conference ObjectAbstract: Spiking neural networks (SNN) are considered the third generation of artificial networks and are powPalabras claves:Fpga, Raster plot, Real-time HDMI display, Spiking neural networkAutores:Bernardo Vallejo-Mancero, Madrenas J., Mireya Zapata-Rodríguez, Nader C.Fuentes:googlescopusSNAVA—A real-time multi-FPGA multi-model spiking neural network simulation architecture
ArticleAbstract: Spiking Neural Networks (SNN) for Versatile Applications (SNAVA) simulation platform is a scalable aPalabras claves:Digital neural simulation, Fpga, Neuromorphic systems, SNNsAutores:Cambria S., Dorta T., Krishnamourthy K., Madrenas J., Marti A., Mireya Zapata-Rodríguez, Pirrone V., Sánchez G., Sripad A.Fuentes:googlescopusSynfire chain emulation by means of flexible SNN modeling on a SIMD multicore architecture
Conference ObjectAbstract: The implementation of a synfire chain (SFC) application that performs synchronous alignment mapped oPalabras claves:AER, Fpga, Massive parallelism, REAL TIME, SNN emulation, Time slot processingAutores:Madrenas J., Mireya Zapata-RodríguezFuentes:googlescopus