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May, 2020
比较神经形态计算机视觉数据集上的SNN和RNN:相似之处与差异
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences
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Weihua He, YuJie Wu, Lei Deng, Guoqi Li, Haoyu Wang...
TL;DR
本研究对SNN和RNN(包括Vanilla RNN和LSTM)进行了对比研究,并通过对视觉数据集进行实验,创新性地改进了RNN的丢失函数和调整了数据集的时间分辨率以测试模型的鲁棒性和概括能力。
Abstract
neuromorphic data
, recording frameless spike events, have attracted considerable attention for the spatiotemporal information components and the event-driven processing fashion.
spiking neural networks
(SNNs) rep
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