Low-activity supervised convolutional spiking neural networks applied to speech commands recognition

Thomas Pellegrini, Romain Zimmer, Timothée Masquelier

Deep Neural Networks (DNNs) are the current state-of-the-art models in many speech related tasks. There is a growing interest, though, for more biologically realistic, hardware fri…