Personal profile
Related links
Qualifications
Doctor of Philosophy, Macquarie University
External positions
IEEE CTSOC NSW Chair, IEEE CTSOC
1 Jan 2024 → …
Senior Member, IEEE
1 Jun 2017 → …
Research keywords
- Neuromorphic Engineering
- Cryptography
- Artificial intelligence
- Side-Channel analysis
- Hardware
- VLSI
- Semiconductor devices
- FPGA
- Instrumentation
- Bioelectronic
- Sensor
- Signal Processing
- Spiking Neural Network
- Neural Networks
- machine learning
- CMOS
- Integrated Circuits
- electronics
- Mixed analog digital
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Dive into the research topics where Ali Mehrabi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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Data-driven detection of peripheral module activity in embedded systems using side-channel power modeling
Jabbariani, M. & Mehrabi, A., Feb 2026, (E-pub ahead of print (In Press)) In: IEEE Access. 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Hardware-based spiking neural network for real-time hand gesture recognition using MYO Armband EMG sensor
Mehrabi, A. & Gargiulo, G., 2026, (E-pub ahead of print (In Press)) In: IEEE Transactions on Consumer Electronics. 3 p.Research output: Contribution to journal › Article › peer-review
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Hybrid spike-encoded Spiking neural networks for real-time EEG seizure detection: a comparative benchmark
Mehrabi, A., Sreenivasan, N., Gunawardana, U. & Gargiulo, G., Jan 2026, In: Biomimetics. 11, 1, 20 p., 75.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
GenAI role in consumer devices and services
Chakraborty, C., Moustafa, H., Yin, S., Mehrabi, A. & Sotelo, R., Sept 2025, In: IEEE Consumer Electronics Magazine. 14, 5, p. 25-27 3 p.Research output: Contribution to journal › Article › peer-review
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Efficient hardware implementation of a Multi-Layer Gradient-Free Online-Trainable Spiking Neural Network on FPGA
Mehrabi, A., Bethi, Y., Van Schaik, A., Wabnitz, A. & Afshar, S., 2024, In: IEEE Access. 12, p. 170980-170993 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)69 Downloads (Pure)
Datasets
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Power Side-Channel data for GLV ECC coprocessor
Mehrabi, A., Western Sydney University, 5 May 2024
Dataset