Jonathan Tapson

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André van SchaikDirector, International Centre for Neuromorphic Systems, Western Sydney UniversityVerified email at westernsydney.edu.au
Tara Julia HamiltonChief Scientist at CuvosVerified email at cuvos.com.au
Gregory CohenAssociate Professor, Western Sydney UniversityVerified email at uws.edu.au
Saeed AfsharUniversity of Western SydneyVerified email at uws.edu.au
Runchun WangThe Marcs institute, University of Western SydneyVerified email at uws.edu.au
Alistair McEwanSydney UniversityVerified email at sydney.edu.au
Chetan Singh ThakurIndian Institute of Science (IISc), BangaloreVerified email at iisc.ac.in
Craig JinAssociate Professor, The University of SydneyVerified email at sydney.edu.au
Ralph Etienne-CummingsJohns Hopkins UniversityVerified email at jhu.edu
Gaetano Gargiulo, Gaetano D. GargiuloResearch 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 OrchardMetaVerified email at meta.com
David HolderProfessor of Biophysics and Clinical Neurophysiology, University College LondonVerified email at ucl.ac.uk
Klaus StiefelNeurolinx InstituteVerified email at neurolinx.org
Paul BreenBiomedical Engineering & Neuroscience, The MARCS Institute, Western Sydney UnviersityVerified email at uws.edu.au
Philip de ChazalThe University of SydneyVerified email at sydney.edu.au
Hossein MoeinzadehPostdoctoral Research Fellow, University of SydneyVerified email at sydney.edu.au
Orlando MoreiraGrAI Matter LabsVerified email at graimatterlabs.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	1608	2017
2022 roadmap on neuromorphic computing and engineering DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ... Neuromorphic Computing and Engineering 2 (2), 022501, 2022	132	2022
Learning the pseudoinverse solution to network weights J Tapson, A van Schaik Neural Networks 45, 94-100, 2013	110	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	98	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, 153, 2013	90	2013
Extending the viability of acute brain slices Y Buskila, PP Breen, J Tapson, A van Schaik, M Barton, JW Morley Scientific reports 4 (1), 5309, 2014	85	2014
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	79	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	76	2014
An FPGA implementation of a polychronous spiking neural network with delay adaptation R Wang, G Cohen, KM Stiefel, TJ Hamilton, J Tapson, A van Schaik Frontiers in neuroscience 7, 14, 2013	73	2013
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	68	2016
High power resonant tracking amplifier using admittance locking B Mortimer, T Du Bruyn, J Davies, J Tapson Ultrasonics 39 (4), 257-261, 2001	64	2001
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	58	2016
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	56	2010
Online and adaptive pseudoinverse solutions for ELM weights A van Schaik, J Tapson Neurocomputing 149, 233-238, 2015	52	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	49	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	47	2017
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	44	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	40	2015
A mixed-signal implementation of a polychronous spiking neural network with delay adaptation RM Wang, TJ Hamilton, JC Tapson, A van Schaik Frontiers in neuroscience 8, 51, 2014	40	2014
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	35	2016

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