Jonathan Tapson - Google Scholar

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Co-authors

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
Runchun WangThe Marcs institute, University of Western SydneyVerified email at uws.edu.au
Gregory CohenAssociate Professor, Western Sydney UniversityVerified email at uws.edu.au
Saeed AfsharUniversity of Western SydneyVerified email at uws.edu.au
Craig JinAssociate Professor, The University of SydneyVerified email at sydney.edu.au
Alistair McEwanSydney UniversityVerified 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
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
Mark D. McDonnellComputational Learning Systems Laboratory, University of South AustraliaVerified email at unisa.edu.au
Migel D TisseraPhDVerified email at compression.ai
Chioniso DubeWITSVerified email at wits.ac.za

Jonathan Tapson

Professor, School of Computing, Engineering and Mathematics, Western Sydney University

Verified email at westernsydney.edu.au

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	310	2017
Learning the pseudoinverse solution to network weights J Tapson, A van Schaik Neural Networks 45, 94-100, 2013	84	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	82	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	63	2013
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	62	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	61	2015
High power resonant tracking amplifier using admittance locking B Mortimer, T Du Bruyn, J Davies, J Tapson Ultrasonics 39 (4), 257-261, 2001	54	2001
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	51	2014
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	47	2010
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	40	2014
Online and adaptive pseudoinverse solutions for ELM weights A van Schaik, J Tapson Neurocomputing 149, 233-238, 2015	37	2015
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	36	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	36	2016
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	35	2014
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	33	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	30	2017
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	26	2015
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	25	2015
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	23	2012
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	22	2016

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