• Publications
  • Influence
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach
TLDR
A novel spiking convolutional neural network model has been proposed to adapt the network that has been trained with static images to a non-static processing approach, making it possible to classify audio signals and time series in real time. Expand
Event-based computation: unsupervised elementary motion decomposition
TLDR
We show that neurons become sensitised in an unsupervised manner to bars moving in various directions through local learning mechanisms and an interplay between lateral excitation and inhibition. Expand
Parallel Distribution of an Inner Hair Cell and Auditory Nerve Model for Real-Time Application
TLDR
This paper summarizes recent efforts in implementing a model of the ear's inner hair cell and auditory nerve on a neuromorphic hardware platform, the SpiNNaker machine. Expand
Parallel distribution of an inner hair cell and auditory nerve model for real-time application
TLDR
This paper summarises recent efforts into implementing a model of the inner hair cell and auditory nerve on a neuromorphic hardware platform, the SpiNNaker machine, to a biologically realistic number of human auditory nerve fibres. Expand