Jonathan Tapson

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André van SchaikDirector, International Centre for Neuromorphic Systems, Western Sydney UniversityVerified email at westernsydney.edu.au
Tara Julia HamiltonAssociate Professor, School of Electrical and Data Engineering, University of Technology, SydneyVerified email at uts.edu.au
Gregory CohenAssociate Professor, Western Sydney UniversityVerified email at uws.edu.au
Runchun WangThe Marcs institute, University of Western SydneyVerified email at uws.edu.au
Saeed AfsharUniversity of Western SydneyVerified email at uws.edu.au
Alistair McEwanSydney UniversityVerified email at sydney.edu.au
Craig JinAssociate Professor, The University of SydneyVerified email at sydney.edu.au
Chetan Singh ThakurIndian Institute of Science (IISc), BangaloreVerified email at iisc.ac.in
Ralph Etienne-CummingsJohns Hopkins UniversityVerified email at jhu.edu
Gaetano Gargiulo, Gaetano D. GargiuloAssociate Professor, Western Sydney University, "Federico II" The University ofVerified email at westernsydney.edu.au
Paolo BifulcoUniversità di Napoli federico IIVerified email at unina.it
Mario CesarelliUniversity of Naples, DIETIVerified email at unina.it
Yossi BuskilaWestern Sydney UniversityVerified email at westernsydney.edu.au
Garrick OrchardIntel LabsVerified email at intel.com
David HolderProfessor of Biophysics and Clinical Neurophysiology, University College LondonVerified email at ucl.ac.uk
Klaus StiefelNeurolinx InstituteVerified email at neurolinx.org
Philip de ChazalSydney UniversityVerified email at sydney.edu.au
Paul BreenBiomedical Engineering & Neuroscience, The MARCS Institute, Western Sydney UnviersityVerified email at uws.edu.au
Hossein MoeinzadehMARCS Institute for Brain, Behaviour & Development, Western Sydney UniversityVerified email at westernsydney.edu.au
Migel D TisseraPhDVerified email at compression.ai

Jonathan Tapson

Chief Technology Officer at IONA Tech

Verified email at iona.tech

Machine Learning Electronics Neuroscience


Title Sort by citations Sort by year Sort by 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	769	2017
Learning the pseudoinverse solution to network weights J Tapson, A van Schaik Neural Networks 45, 94-100, 2013	92	2013
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	91	2008
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	76	2013
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	73	2015
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	67	2013
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	62	2014
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	57	2014
High power resonant tracking amplifier using admittance locking B Mortimer, T Du Bruyn, J Davies, J Tapson Ultrasonics 39 (4), 257-261, 2001	56	2001
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	54	2010
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	51	2016
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	50	2016
Online and adaptive pseudoinverse solutions for ELM weights A van Schaik, J Tapson Neurocomputing 149, 233-238, 2015	46	2015
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	40	2014
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	37	2017
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	37	2014
Calcium imaging of AM dyes following prolonged incubation in acute neuronal tissue M Cameron, O Kékesi, JW Morley, J Tapson, PP Breen, A Van Schaik, ... PLoS One 11 (5), e0155468, 2016	32	2016
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	30	2016
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	30	2015
Explicit computation of input weights in extreme learning machines J Tapson, P De Chazal, A van Schaik Proceedings of ELM-2014 Volume 1, 41-49, 2015	28	2015

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