464 citations · 501 across the 4 of their papers we have counts for
4 papers
EMNIST: an extension of MNIST to handwritten letters
Gregory Cohen, Saeed Afshar, Jonathan Tapson +1
The MNIST dataset has become a standard benchmark for learning, classification and computer vision systems. Contributing to its widespread adoption are the understandable and intui…
A neuromorphic hardware framework based on population coding
Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang +2
In the biological nervous system, large neuronal populations work collaboratively to encode sensory stimuli. These neuronal populations are characterised by a diverse distribution…
FPGA Implementation of the CAR Model of the Cochlea
Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson +2
The front end of the human auditory system, the cochlea, converts sound signals from the outside world into neural impulses transmitted along the auditory pathway for further proce…
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing
J. Tapson, G. Cohen, S. Afshar +5
The advent of large scale neural computational platforms has highlighted the lack of algorithms for synthesis of neural structures to perform predefined cognitive tasks. The Neural…