Personal profile
Biography
ASIC design of neuromorphic sensing systems
Underwater neuromorphic acoustic sensing
Biologically inspired sound localisation systems
Event-based algorithms
Machine learning
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Collaborations and top research areas from the last five years
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Low-latency hierarchical routing of reconfigurable neuromorphic systems
Perera, S., Xu, Y., van Schaik, A. & Wang, R., 2025, In: Frontiers in Neuroscience. 19, 16 p., 1493623.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure) -
An FPGA implementation of an event-driven unsupervised feature extraction algorithm for pattern recognition
Jose, P. C., Xu, Y., Van Schaik, A. & Wang, R., 2024, ISCAS 2024: IEEE International Symposium on Circuits and Systems, May 19-22, 2024, Singapore. U.S.: IEEE, 5 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
2 Citations (Scopus) -
Organisational Behaviour
Robbins, S., Judge, T., Hunt, J., Campbell, N., Khan, H. & Xu, Y., 2024, U.S.: Pearson. 469 p.Research output: Book/Research Report › Authored Book
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Event-driven spectrotemporal feature extraction and classification using a silicon cochlea model
Xu, Y., Perera, S., Bethi, Y., Afshar, S. & Schaik, A. V., 2023, In: Frontiers in Neuroscience. 17, 12 p., 1125210.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
An optimized deep spiking neural network architecture without gradients
Bethi, Y., Xu, Y., Cohen, G., Van Schaik, A. & Afshar, S., 2022, In: IEEE Access. 10, p. 97912-97929 18 p.Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus)
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Real-time Neuromorphic Acoustic Sensing System for Autonomous Systems (DIN Pilot Project 2.0)
van Schaik, A. (PI) & Xu, Y. (Investigator)
1/01/24 → 31/07/26
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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High-speed counting of black soldier flies for optimised waste recovery
Cohen, G. (PI), Xu, Y. (Investigator) & Jayasena, V. (Investigator)
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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Decoding audio-visual honeybee hive signals for waggle dance detection and hive health monitoring
Makinson, J. (PI), Xu, Y. (Investigator), Afshar, S. (Investigator) & Cook, J. (Investigator)
1/02/21 → 31/12/21
Project: Research
HDR Theses
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A digital neuromorphic auditory pathway
Xu, Y. (Author), 2019Western Sydney University thesis: Doctoral thesis
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