Jonathan Tapson - Google Scholar Citations

Cited by

	All	Since 2015
Citations	1952	1392
h-index	20	19
i10-index	65	37

360

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Co-authors

André van SchaikDirector, International Centre for Neuromorphic Systems, The MARCS Institute, Western SydneyVerified 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
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
Klaus StiefelNeurolinx InstituteVerified email at neurolinx.org
David HolderProfessor of Biophysics and Clinical Neurophysiology, University College LondonVerified email at ucl.ac.uk
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
Adrian B MannMaterials Science & Engineering, Rutgers University, 08904Verified email at rutgers.edu

Jonathan Tapson

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

Verified email at westernsydney.edu.au

Machine Learning Electronics Neuroscience


Title	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	216	2017
Learning the pseudoinverse solution to network weights J Tapson, A van Schaik Neural Networks 45, 94-100, 2013	79	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	79	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	58	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	58	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	57	2015
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	47	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	44	2010
High power resonant tracking amplifier using admittance locking B Mortimer, T Du Bruyn, J Davies, J Tapson Ultrasonics 39 (4), 257-261, 2001	44	2001
Online and adaptive pseudoinverse solutions for ELM weights A van Schaik, J Tapson Neurocomputing 149, 233-238, 2015	37	2015
Extending the viability of acute brain slices Y Buskila, PP Breen, J Tapson, A Van Schaik, M Barton, JW Morley Scientific reports 4, 5309, 2014	37	2014
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 review of control strategies in closed-loop neuroprosthetic systems J Wright, VG Macefield, A van Schaik, JC Tapson Frontiers in neuroscience 10, 312, 2016	31	2016
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	31	2014
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	29	2016
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	25	2017
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	24	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
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	22	2015
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	20	2016

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