Improving STDP-based Visual Feature Learning with Whitening

24 Feb 2020Pierre FalezPierre TirillyIoan Marius Bilasco

In recent years, spiking neural networks (SNNs) emerge as an alternative to deep neural networks (DNNs). SNNs present a higher computational efficiency using low-power neuromorphic hardware and require less labeled data for training using local and unsupervised learning rules such as spike timing-dependent plasticity (STDP)... (read more)

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