Representation Learning using Event-based STDP

20 Jun 2017Amirhossein TavanaeiTimothee MasquelierAnthony Maida

Although representation learning methods developed within the framework of traditional neural networks are relatively mature, developing a spiking representation model remains a challenging problem. This paper proposes an event-based method to train a feedforward spiking neural network (SNN) layer for extracting visual features... (read more)

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