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Browsing Arquitectura y Tecnología de Computadores by Author "Leroux, Sam"
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Article
Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity
Yousefzadeh, Amirreza; Khoei, Mina A.; Hosseini, Sahar; Holanda, Priscila; Leroux, Sam; Moreira, Orlando; Tapson, Jonathan; Dhoedt, Bart; Simoens, Pieter; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2019)Inference of Deep Neural Networks for stream signal (Video/Audio) processing in edge devices is still challenging. Unlike ...
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Article
Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity
Yousefzadeh, Amirreza; Khoei, Mina A.; Hosseini, Sahar; Holanda, Priscila; Leroux, Sam; Moreira, Orlando; Tapson, Jonathan; Dhoedt, Bart; Simoens, Pieter; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Institute of Electrical and Electronics Engineers (IEEE), 2019)Inference of Deep Neural Networks for stream signal (Video/Audio) processing in edge devices is still challenging. Unlike ...
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Presentation
Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization
Yousefzadeh, Amirreza; Hosseini, Sahar; Holanda, Priscila; Leroux, Sam; Werner, Thilo; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Dhoedt, Bart; Simoens, Pieter (IEEE Computer Society, 2019)Artificial Neural Networks (ANNs) show great performance in several data analysis tasks including visual and ...