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Collaborations and top research areas from the last five years
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Nanoarchitectonics for non-volatile ternary STDP synapse using anti-ferroelectric carbon nanotube devices
Jooq, M. K. Q., Behbahani, F., Amirsoleimani, A., Rahimi Azghadi, M. & Afshar, S., 21 Jan 2026, In: Advanced Electronic Materials. 12, 2, 15 p., e00304.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Sequential analysis and its applications to neuromorphic engineering
Mani, S., Afshar, S. & Monk, T., 2026, In: Frontiers in Neuroscience. 19, 14 p., 1735027.Research output: Contribution to journal › Article › peer-review
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An end-to-end approach for child reading assessment in the Xhosa language
Chevtchenko, S., Navas, N., Vale, R., Ubaudi, F., Lucwaba, S., Ardington, C., Afshar, S., Antoniou, M. & Afshar, S., 2025, Artificial Intelligence in Education: 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part II. Cristea, A. I., Walker, E., Lu, Y., Santos, O. C. & Isotani, S. (eds.). Switzerland: Springer, p. 106-119 14 p. (Lecture Notes in Computer Science; vol. 15877).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
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Drone-Based Sound Source Localization: A Systematic Literature Review
Chevtchenko, S. F., Rodriguez, B. J., Vale, R., Soti, A., Bethi, Y., Ibnul, N., Marcireau, A., Azghadi, M. R., Wabnitz, A. & Afshar, S., 2025, In: IEEE Access. 13, p. 94256-94274 19 p.Research output: Contribution to journal › Review article › peer-review
Open Access4 Citations (Scopus) -
Event-based Vision Sensor lifetime degradation in low Earth orbit
Wilcox, Z., Graca, R., McReynolds, B., Williams, J., Afshar, S., Marcireau, A., McHarg, M. G. & Cohen, G., Nov 2025, In: Sensors. 25, 21, 27 p., 6599.Research output: Contribution to journal › Article › peer-review
Open AccessFile54 Downloads (Pure)
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Neuromorphic Processors for Cyber Security Applications at the Edge - Variation 2
Afshar, S. (PI), Andrew, E. (Investigator) & van Schaik, A. (Investigator)
12/06/24 → 30/06/26
Project: Research
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Develop a novel bio-inspired acoustic sensor for efficiently targeting and recording Koala calls [Via Biodiversity Research Pty Ltd\
Afshar, S. (PI), Xu, Y. (Investigator) & van Schaik, A. (Investigator)
NSW Department of Enterprise, Investment and Trade
23/12/22 → 1/08/26
Project: Research
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UAV Visual Anomaly Detection in the Maritime Environment Using a Neuromorphic Sensor-Processor Platform
Afshar, S. (PI) & van Schaik, A. (Investigator)
1/03/23 → 1/03/24
Project: Research
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A feasibility study for the development of a sensor-processor system to detect Koala bellows
Afshar, S. (PI), Xu, Y. (Investigator) & van Schaik, A. (Investigator)
17/01/22 → 31/03/22
Project: Research
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Neuromorphic Processors for Cyber Security Applications at the Edge
Afshar, S. (PI) & van Schaik, A. (Investigator)
11/05/21 → 11/05/24
Project: Research
Datasets
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EGRA-Xhosa-14.9k: Annotated Child Reading Audio Dataset
Chevtchenko, S., Navas, N., Vale, R., Ubaudi, F., Lucwaba , S., Ardington , C., Afshar, S., Antoniou, M. & Afshar, S., Western Sydney University, 21 May 2025
DOI: 10.26183/93x0-qy45, https://research-data.westernsydney.edu.au/published/7dfe822035f011f096a41d0408cdc7bb
Dataset
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The ATIS Planes dataset: Investigation of event-based surfaces for high-speed detection, unsupervised feature extraction, and object recognition
Afshar, S., Hamilton, T., Tapson, J., van Schaik, A. & Cohen, G., Western Sydney University, 21 Jan 2019
DOI: 10.26183/k97b-q415, https://research-data.westernsydney.edu.au/published/180679d0519411ecb15399911543e199
Dataset
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EMNIST: an extension of MNIST to handwritten letters
Cohen, G., Afshar, S., Tapson, J. & van Schaik, A., Western Sydney University, 1 May 2017
DOI: 10.26183/m9k1-zr06, https://research-data.westernsydney.edu.au/published/2df91130519411ecb15399911543e199
Dataset
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Extended MNIST (EMNIST) dataset
Cohen, G., Afshar, S., Tapson, J. & van Schaik, A., Western Sydney University, 4 Oct 2017
DOI: 10.26183/zn7s-gh79, https://research-data.westernsydney.edu.au/published/2d9cc060519411ecb15399911543e199
Dataset
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Event-Based Space Situational Awareness (EBSSA) Dataset
Afshar, S., Nicholson, A., van Schaik, A. & Cohen, G., Western Sydney University, 6 Mar 2020
https://research-data.westernsydney.edu.au/published/ffe96150519311ecb15399911543e199
Dataset
HDR Theses
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High speed event-based visual processing in the presence of noise
Afshar, S. (Author), 2020Western Sydney University thesis: Doctoral thesis
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Investigation of Synapto-dendritic Kernel Adapting Neuron models and their use in spiking neuromorphic architectures
Afshar, S. (Author), 2015Western Sydney University thesis: Master's thesis
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