Jonathan Tapson

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André van SchaikDirector, International Centre for Neuromorphic Systems, Western Sydney UniversityVerified email at westernsydney.edu.au
Tara Julia HamiltonWestern Sydney UniversityVerified email at westernsydney.edu.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 University, The MARCS instituteVerified email at westernsydney.edu.au
Garrick OrchardMetaVerified email at meta.com
Klaus StiefelNeurolinx InstituteVerified email at neurolinx.org
Paul BreenBiomedical Engineering & Neuroscience, The MARCS Institute, Western Sydney UnviersityVerified email at uws.edu.au
Orlando MoreiraGrAI Matter LabsVerified email at graimatterlabs.ai
Mina A KhoeiAI/ML researcherVerified email at synsense.ai
Amirreza YousefzadehAssistant Professor EEMCS, University of TwenteVerified email at utwente.nl
Hossein MoeinzadehPostdoctoral Research Fellow, University of SydneyVerified email at sydney.edu.au

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	2760	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	521	2022
Learning the pseudoinverse solution to network weights J Tapson, A van Schaik Neural Networks 45, 94-100, 2013	127	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	111	2014
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	107	2008
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing JC Tapson, GK Cohen, S Afshar, KM Stiefel, Y Buskila, RM Wang, ... Frontiers in neuroscience 7, 153, 2013	103	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	89	2015
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	87	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	86	2016
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	83	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	66	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	65	2017
High power resonant tracking amplifier using admittance locking B Mortimer, T Du Bruyn, J Davies, J Tapson Ultrasonics 39 (4), 257-261, 2001	63	2001
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	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	58	2010
Online and adaptive pseudoinverse solutions for ELM weights A van Schaik, J Tapson Neurocomputing 149, 233-238, 2015	55	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	54	2014
Event-based feature extraction using adaptive selection thresholds S Afshar, N Ralph, Y Xu, J Tapson, A Schaik, G Cohen Sensors 20 (6), 1600, 2020	52	2020
Investigation of event-based surfaces for high-speed detection, unsupervised feature extraction, and object recognition S Afshar, TJ Hamilton, J Tapson, A Van Schaik, G Cohen Frontiers in neuroscience 12, 1047, 2019	51	2019
Spatial and temporal downsampling in event-based visual classification G Cohen, S Afshar, G Orchard, J Tapson, R Benosman, A van Schaik IEEE Transactions on Neural Networks and Learning Systems 29 (10), 5030-5044, 2018	44	2018

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