Research output per year
Research output per year
Personal profile
Biography
Ali Safa (Member, IEEE) received an M.Sc. degree in electrical engineering from the Université Libre de Bruxelles, Brussels, Belgium. He then joined imec and the Katholieke Universiteit Leuven (KU Leuven) in 2020, where he earned a Ph.D. degree in AI-driven processing for extreme edge applications. He has been a visiting researcher at UC San Diego, La Jolla, USA during Spring 2023. He is currently an Assistant Professor in the College of Science and Engineering at Hamad Bin Khalifa University (HBKU), Doha, Qatar. His research interests include neuromorphic AI, continual learning and sensor fusion for robot perception.
Fingerprint
Dive into the research topics where Ali Safa is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
Active Inference in Hebbian Learning Networks
Safa, A., Verbelen, T., Keuninckx, L., Ocket, I., Bourdoux, A., Catthoor, F., Gielen, G. & Cauwenberghs, G., 2024, Active Inference - 4th International Workshop, IWAI 2023, Revised Selected Papers. Buckley, C. L., Cialfi, D., Lanillos, P., Ramstead, M., Verbelen, T., Ramstead, M., Sajid, N., Shimazaki, H. & Wisse, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 239-253 15 p. (Communications in Computer and Information Science; vol. 1915 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
A Fingertip-Mimicking 12x16 200 μm-Resolution <i>e</i>-Skin Taxel Readout Chip With Per-Taxel Spiking Readout and Embedded Receptive Field Processing
Alea, M. D., Safa, A., Giacomozzi, F., Adami, A., Temel, I. R., Rosa, M. A., Lorenzelli, L. & Gielen, G., Dec 2024, In: IEEE Transactions on Biomedical Circuits and Systems. 18, 6, p. 1308-1320 13 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Continual learning with hebbian plasticity in sparse and predictive coding networks: a survey and perspective
Safa, A., 1 Dec 2024, In: Neuromorphic Computing and Engineering. 4, 4, 22 p., 042001.Research output: Contribution to journal › Review article › peer-review
Open Access -
FREYA: A 0.023-mm<SUP>2</SUP> /Channel, 20.8-$\mu$ W/Channel, Event-Driven 8-Channel SoC for Spiking End-to-End Sensing of Time-Sparse Biosignals
Van Assche, J., Frenkel, C., Safa, A. & Gielen, G., 28 Nov 2024, In: IEEE Transactions on Circuits and Systems I: Regular Papers. PP, 99, p. 0-1 12 p., 10771590.Research output: Contribution to journal › Article › peer-review
-
Neuromorphic Sensor Fusion and Continual Learning for Drone Navigation and Radar Sensing
Safa, A., 2024Research output: Types of Thesis › Doctoral thesis