Ryan Albert Antonio

Position: Instructor
Laboratory Affiliation: Microelectronics and Microprocessors Laboratory
Room: 401, 403, 407, 409
Telephone Number: +63-2-9818500 loc 3307
Email: ryan.albert.antonio@eee.upd.edu.ph
Research Interests: Hyperdimensional Computing, Energy-efficient AI Processors, Computer Architectures
Educational Background:
BS Computer Engineering, University of the Philippines, 2016;
MS Electrical Engineering, University of the Philippines, 2020

Research Projects/Activities: MEnergy-efficient Machine Learning Processors (CIDR Project 3)
Recent Publication/s:
 
R. A. G. Antonio and A. B. Alvarez, "Redundancy Pruning for Binary Hyperdimensional Computing Architectures," 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, 2022, pp. 2097-2101, doi: 10.1109/ISCAS48785.2022.9937640.
R. A. G. Antonio and A. B. Alvarez, "Bit-Selection Control for Energy-Efficient Handwritten Digits Recognition Hyperdimensional Computing Architecture," 2020 IEEE REGION 10 CONFERENCE (TENCON), Osaka, Japan, 2020, pp. 818-823, doi: 10.1109/TENCON50793.2020.9293871.
S. Datta, R. A. G. Antonio, A. R. S. Ison and J. M. Rabaey, "A Programmable Hyper-Dimensional Processor Architecture for Human-Centric IoT," in IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 9, no. 3, pp. 439-452, Sept. 2019, doi: 10.1109/JETCAS.2019.2935464.
R. A. Antonio et al., "Implementation of dynamic voltage frequency scaling on a processor for wireless sensing applications," TENCON 2017 – 2017 IEEE Region 10 Conference, Penang, Malaysia, 2017, pp. 2955-2960, doi: 10.1109/TENCON.2017.8228368.