Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition

Spiking neural networks coupled with neuromorphic hardware and event-based sensors are getting increased interest for low-latency and low-power inference at the edge. However, multiple spiking neuron models have been proposed in the literature with different levels of biological plausibility and dif...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Mohamed Sadek Bouanane, Dalila Cherifi, Elisabetta Chicca, Lyes Khacef
التنسيق: مقال
اللغة:English
منشور في: Frontiers Media S.A. 2023-11-01
سلاسل:Frontiers in Neuroscience
الموضوعات:
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fnins.2023.1244675/full