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Research profile
Ali BanaGozar is a Ph.D. Candidate with Electronics Systems group. He is doing his Ph.D. under the supervision of prof. dr. Henk Corporaal and dr. Sander Stuijk. His research is part of the MNEMOSENE project that focuses on memristor-based Neuromorphic Computing systems. He has been studying memristor-based computation in-memory platforms since 2015. He has investigated such platforms in various abstraction levels from the device level up to the system level. In the processes, he has enjoyed collaborating with several industrial and academic partners, e.g. IBM Zurich, ARM ltd., UMASS Amherst, ETHZ, etc.
Academic background
Ali Banagozar received his M.Sc. in electrical engineering from the University of Tehran, Tehran, Iran in 2017. His master's thesis focused on improving the reliability of memristor-based neuromorphic computing platforms against process variation. Before starting his Ph.D. in the Electronics Systems group in TU/e he was working as a researcher at the University of Massachusets, Amherst, MA, US. The focus of his research was on designing driving circuits for memristor-based dot-product computing enginees. His research interests includes computer architecture, neural networks, and VLSI design.
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Projects
- 1 Finished
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MNEMOSENE - Computation-in-memory architecture based on resistive devices
Corporaal, H., Jordans, R., Sanchez, V., Stuijk, S., Banagozar, A., Vadivel, K., Singh, G., van der Hagen, D. & de Mol-Regels, M.
1/01/18 → 30/06/21
Project: Research direct
Research output
- 8 Conference contribution
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ReMeCo: Reliable Memristor-Based in-Memory Neuromorphic Computation
BanaGozar, A., Shadmehri, S. H. H., Stuijk, S., Kamal, M., Afzali-Kusha, A. & Corporaal, H., 31 Jan 2023, ASPDAC '23: Proceedings of the 28th Asia and South Pacific Design Automation Conference. Association for Computing Machinery, Inc, p. 396-401 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
NeuroVP: A System-Level Virtual Platform for Integration of Neuromorphic Accelerators
Galicia, M., Banagozar, A., Sturm, K., Staudigl, F., Stuijk, S., Corporaal, H. & Leupers, R., 24 Mar 2022, Proceedings 34th IEEE International System-on-Chip Conference (SOCC). Qu, G., Xiong, J., Zhao, D., Muthukumar, V., Reza, M. F. & Sridhar, R. (eds.). Institute of Electrical and Electronics Engineers, p. 236-241 6 p. 9739585Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
4 Citations (Scopus)1 Downloads (Pure) -
SACA: System-level Analog CIM Accelerators Simulation Framework: Architecture and Cycle-accurate System-to-device Simulator
Vadivel, K., García- Redondo, F., BanaGozar, A., Corporaal, H. & Das, S., 2022, DCIS 2022: Proceedings of the 37th Conference on Design of Circuits and Integrated Systems. Institute of Electrical and Electronics Engineers, 6 p. 9970090Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
SACA: System-level Analog CIM Accelerators Simulation Framework: Accurate Simulation of Non-Ideal Components
García-Redondo, F., BanaGozar, A., Vadivel, K., Corporaal, H. & Das, S., 2022, DCIS 2022 : Proceedings of the 37th Conference on Design of Circuits and Integrated Systems. Institute of Electrical and Electronics Engineers, 6 p. 9970112Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
SySCIM: SystemC-AMS Simulation of Memristive Computation In-Memory
Shadmehri, S. H. H., Banagozar, A., Kamal, M., Stuijk, S., Afzali-Kusha, A., Pedram, M. & Corporaal, H., 19 May 2022, Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE 2022). Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers, p. 1467-1472 6 p. 9774749Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus)