Gregory Cohen

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André van SchaikDirector, International Centre for Neuromorphic Systems, Western Sydney UniversityVerified email at westernsydney.edu.au
Saeed AfsharUniversity of Western SydneyVerified email at uws.edu.au
Jonathan TapsonChief Technology Officer at IONA TechVerified email at iona.tech
Runchun WangThe Marcs institute, University of Western SydneyVerified email at uws.edu.au
Alexandre MarcireauPostdoctoral research fellow - International Centre for Neuromorphic Systems (ICNS), Western SydneyVerified email at westernsydney.edu.au
Nicholas Owen RalphPostdoctoral Research Fellow, International Centre for Neuromorphic SystemsVerified email at westernsydney.edu.au
Garrick OrchardMetaVerified email at meta.com
Damien JoubertICNSVerified email at westernsydney.edu.au
Richard BalthazorUnited States Air Force AcademyVerified email at usafa.edu
Ying XuPostdoc, International Centre for Neuromorphic Systems, The MARCS Institute, Western SydneyVerified email at uws.edu.au
Andrew LambertDirector of System Engineering, mBryonics Ltd, Galway, IrelandVerified email at mbryonics.com
Klaus StiefelNeurolinx InstituteVerified email at neurolinx.org
Yossi BuskilaWestern Sydney University, The MARCS instituteVerified email at westernsydney.edu.au
Mark RuttenInTrack SolutionsVerified email at intrack.solutions
Chetan Singh ThakurIndian Institute of Science (IISc), BangaloreVerified email at iisc.ac.in
Andrew WabnitzSenior Research Scientist, Defence Science & Technology GroupVerified email at dst.defence.gov.au
Philip de ChazalThe University of SydneyVerified email at sydney.edu.au
R.B BenosmanDirector of Research, MetaVerified email at meta.com
Yeshwanth BethiPostdoctoral Research Fellow, Western Sydney UniversityVerified email at westernsydney.edu.au
David KarpulUniversity of Cape TownVerified email at uct.ac.za

Gregory Cohen

Associate Professor, Western Sydney University

Verified email at uws.edu.au - Homepage

Neuromorphic Engineering Event-based Sensors Spike-based Algorithms Datasets Space-based Systems


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	2584	2017
Converting static image datasets to spiking neuromorphic datasets using saccades G Orchard, A Jayawant, GK Cohen, N Thakor Frontiers in neuroscience 9, 437, 2015	856	2015
Event-based sensing for space situational awareness G Cohen, S Afshar, B Morreale, T Bessell, A Wabnitz, M Rutten, ... The Journal of the Astronautical Sciences 66, 125-141, 2019	121	2019
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
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	86	2013
Event-based object detection and tracking for space situational awareness S Afshar, AP Nicholson, A Van Schaik, G Cohen IEEE Sensors Journal 20 (24), 15117-15132, 2020	76	2020
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	67	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	59	2017
Astrocytic modulation of cortical oscillations A Bellot-Saez, G Cohen, A van Schaik, L Ooi, J W Morley, Y Buskila Scientific reports 8 (1), 11565, 2018	57	2018
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	47	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	47	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	42	2018
Event camera simulator improvements via characterized parameters D Joubert, A Marcireau, N Ralph, A Jolley, A Van Schaik, G Cohen Frontiers in Neuroscience 15, 702765, 2021	38	2021
Probabilistic multi hypothesis tracker for an event based sensor B Cheung, M Rutten, S Davey, G Cohen 2018 21st International Conference on Information Fusion (FUSION), 1-8, 2018	31	2018
Automated detection of sleep apnea in infants: A multi-modal approach G Cohen, P De Chazal Computers in biology and medicine 63, 118-123, 2015	24	2015
Event-based feature detection, recognition and classification GK Cohen PQDT-Global, 2015	24	2015
Shack-Hartmann wavefront sensing using spatial-temporal data from an event-based image sensor F Kong, A Lambert, D Joubert, G Cohen Optics Express 28 (24), 36159-36175, 2020	23	2020
Approaches for astrometry using event-based sensors G Cohen, S Afshar, A Van Schaik Advanced Maui Optical and Space Surveillance (AMOS) Technologies Conference, 25, 2018	23	2018
An extension of MNIST to handwritten letters. arXiv 2017 G Cohen, S Afshar, J Tapson, AE van Schaik arXiv preprint arXiv:1702.05373, 0	21
Falcon Neuro: an event-based sensor on the International Space Station MG McHarg, RL Balthazor, BJ McReynolds, DH Howe, CJ Maloney, ... Optical Engineering 61 (8), 085105-085105, 2022	20	2022

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