Jonathan Tapson
Jonathan Tapson
Professor, School of Computing, Engineering and Mathematics, Western Sydney University
Verified email at westernsydney.edu.au
Title
Cited by
Cited by
Year
EMNIST: Extending MNIST to handwritten letters
G Cohen, S Afshar, J Tapson, A Van Schaik
2017 International Joint Conference on Neural Networks (IJCNN), 2921-2926, 2017
3122017
Learning the pseudoinverse solution to network weights
J Tapson, A van Schaik
Neural Networks 45, 94-100, 2013
842013
An active 2-D silicon cochlea
TJ Hamilton, C Jin, A Van Schaik, J Tapson
Biomedical Circuits and Systems, IEEE Transactions on 2 (1), 30-43, 2008
822008
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing
JC Tapson, GK Cohen, S Afshar, KM Stiefel, Y Buskila, TJ Hamilton, ...
Frontiers in neuroscience 7, 153, 2013
632013
An FPGA implementation of a polychronous spiking neural network with delay adaptation
RM Wang, G Cohen, KM Stiefel, TJ Hamilton, JC Tapson, A van Schaik
Frontiers in neuroscience 7, 14, 2013
622013
Fast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the ‘extreme learning machine’algorithm
MD McDonnell, MD Tissera, T Vladusich, A van Schaik, J Tapson
PloS one 10 (8), e0134254, 2015
612015
High power resonant tracking amplifier using admittance locking
B Mortimer, T Du Bruyn, J Davies, J Tapson
Ultrasonics 39 (4), 257-261, 2001
542001
Stochastic electronics: A neuro-inspired design paradigm for integrated circuits
TJ Hamilton, S Afshar, A van Schaik, J Tapson
Proceedings of the IEEE 102 (5), 843-859, 2014
512014
Optimization methods for spiking neurons and networks
A Russell, G Orchard, Y Dong, S Mihalas, E Niebur, J Tapson, ...
Neural Networks, IEEE Transactions on 21 (12), 1950-1962, 2010
472010
Extending the viability of acute brain slices
Y Buskila, PP Breen, J Tapson, A Van Schaik, M Barton, JW Morley
Scientific reports 4 (1), 1-7, 2014
402014
Online and adaptive pseudoinverse solutions for ELM weights
A van Schaik, J Tapson
Neurocomputing 149, 233-238, 2015
372015
A review of control strategies in closed-loop neuroprosthetic systems
J Wright, VG Macefield, A van Schaik, JC Tapson
Frontiers in neuroscience 10, 312, 2016
362016
Skimming digits: neuromorphic classification of spike-encoded images
GK Cohen, G Orchard, SH Leng, J Tapson, RB Benosman, A Van Schaik
Frontiers in neuroscience 10, 184, 2016
362016
An FPGA design framework for large-scale spiking neural networks
R Wang, TJ Hamilton, J Tapson, A van Schaik
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 457-460, 2014
352014
A mixed-signal implementation of a polychronous spiking neural network with delay adaptation
RM Wang, TJ Hamilton, J Tapson, A van Schaik
Frontiers in neuroscience 8, 51, 2014
332014
Neuromorphic hardware architecture using the neural engineering framework for pattern recognition
R Wang, CS Thakur, G Cohen, TJ Hamilton, J Tapson, A van Schaik
IEEE transactions on biomedical circuits and systems 11 (3), 574-584, 2017
302017
A neuromorphic implementation of multiple spike-timing synaptic plasticity rules for large-scale neural networks
RM Wang, TJ Hamilton, JC Tapson, A van Schaik
Frontiers in neuroscience 9, 180, 2015
262015
A neuromorphic hardware framework based on population coding
CS Thakur, TJ Hamilton, R Wang, J Tapson, A van Schaik
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
252015
Towards true unipolar bio-potential recording: a preliminary result for ECG
GD Gargiulo, AL McEwan, P Bifulco, M Cesarelli, C Jin, J Tapson, ...
Physiological measurement 34 (1), N1, 2012
232012
Bayesian estimation and inference using stochastic electronics
CS Thakur, S Afshar, RM Wang, TJ Hamilton, J Tapson, A Van Schaik
Frontiers in neuroscience 10, 104, 2016
222016
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