Research outputs per year
Research outputs per year
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Doctor Saeed Afshar
- International Centre for Neuromorphic Systems - Senior Research Fellow in Neuromorphic Systems
Person: Researcher
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Doctor Evie Andrew
- International Centre for Neuromorphic Systems - Postdoctoral Research Fellow in Neuromorphic Systems
Person: Researcher
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Doctor Yeshwanth Bethi
- International Centre for Neuromorphic Systems - Postdoctoral Research Fellow in Machine Learning a
Person: Researcher
Research outputs
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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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A neuromorphic electronic nose design
Rastogi, S., Dennler, N., Schmuker, M. & Van Schaik, A., 2025, In: IEEE Sensors Journal. 25, 12, p. 23135-23143 9 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Drone-Based Sound Source Localization: A Systematic Literature Review
Chevtchenko, S. F., Rodriguez, B. J., Do Vale, R. F., 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 Access3 Citations (Scopus)
Projects
- 6 Finished
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High-speed counting of black soldier flies for optimised waste recovery
Xu, Y. (Investigator), Jayasena, V. (Investigator) & Cohen, G. (PI)
NSW Smart Sensing Network, ARC Ento Tech
16/05/23 → 1/06/24
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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Brain-Inspired Algorithms for Network Anomaly and Intrusion Detection
van Schaik, A. (PI), Afshar, S. (Investigator), Moustafa, A. (Investigator), Bello, A. (Investigator), Maurushat, A. (Investigator) & Andrew, E. (Scholarship Recipient)
12/02/20 → 30/06/20
Project: Research
Datasets
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Data for: Stochastic rounding for memory-efficient digital simulation of synaptic plasticity using 8-bit floating-point.
De Abreu Urbizagastegui, P., van Schaik, A. & Wang, M., Western Sydney University, 21 May 2025
https://github.com/neuromorphicsystems/mem_eff_low_prec_snn
Dataset
Prizes
HDR theses
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Event-driven neural architectures
Bethi, Y. (Author), van Schaik, A. (Supervisor), Afshar, S. (Supervisor) & Cohen, G. (Supervisor), 2023Western Sydney University thesis: Doctoral thesis
File -
Memory-efficient neuromorphic neurons and synapses for simulating large-scale spiking neural networks
De Abreu Urbizagastegui, P. (Author), Wang, M. (Supervisor), Afshar, S. (Supervisor) & van Schaik, A. (Supervisor), 2024Western Sydney University thesis: Doctoral thesis
File -
Neuromorphic olfaction: event-based gas sensing systems
Rastogi, S. (Author), van Schaik, A. (Supervisor), Schmuker, M. (Supervisor) & Cohen, G. (Supervisor), 2025Western Sydney University thesis: Doctoral thesis
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