Výsledky vyhledávání - "Marius Bilasco"

Akademický článek

Paired competing neurons improving STDP supervised local learning in Spiking Neural Networks

Autor: Gaspard Goupy, Pierre Tirilly, Ioan Marius Bilasco

Publikováno v: Frontiers in Neuroscience, Vol 18 (2024)

Direct training of Spiking Neural Networks (SNNs) on neuromorphic hardware has the potential to significantly reduce the energy consumption of artificial neural network training. SNNs trained with Spike Timing-Dependent Plasticity (STDP) benefit from

Externí odkaz: https://doaj.org/article/715120ed573f40e58770dbd2716b9311

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A Study On the Effects of Pre-processing On Spatio-temporal Action Recognition Using Spiking Neural Networks Trained with STDP

Autor: Mireille, El-Assal, Pierre, Tirilly, Marius, Bilasco Ioan

There has been an increasing interest in spiking neural networks in recent years. SNNs are seen as hypothetical solutions for the bottlenecks of ANNs in pattern recognition, such as energy efficiency. But current methods such as ANN-to-SNN conversion

Externí odkaz: http://arxiv.org/abs/2105.14740

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