Todor Stefanov

Associate Professor, Leiden University

Joined

August 2024

Names

Todor Stefanov (Preferred)

Todor P. Stefanov

Emails

****@liacs.leidenuniv.nl (Confirmed)

Personal Links

Career & Education History

Associate Professor

Leiden University (leidenuniv.nl)

2014 – Present

Advisors, Relations & Conflicts

PhD Advisor

Ed F. Depretete

2000 – 2004

Expertise

No areas of expertise listed

Publications

Automated Exploration and Implementation of Distributed CNN Inference at the Edge
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
- IEEE Internet Things J. 2023
- Readers: Everyone
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips
Xabier Iturbe, Nassim Abderrahmane, Jaume Abella, Sergi Alcaide, Eric Beyne, Henri-Pierre Charles, Christelle Charpin-Nicolle, Lars Chittka, Angélica Dávila, Arne Erdmann, Carles Estrada, Ander Fernández, Anna Fontanelli, José Flich, Gianluca Furano, Alejandro Hernán Gloriani, Erik Isusquiza, Radu Grosu, Carles Hernández, Daniele Ielmini et al. (29 additional authors not shown)
- DATE 2023
- Readers: Everyone
Memory-Throughput Trade-off for CNN-Based Applications at the Edge
Svetlana Minakova, Todor P. Stefanov
- ACM Trans. Design Autom. Electr. Syst. 2023
- Readers: Everyone
Design Space Exploration for Distributed Cyber-Physical Systems: State-of-the-art, Challenges, and Directions
Marius Herget, Faezeh Sadat Saadatmand, Martin Bor, Ignacio González Alonso, Todor P. Stefanov, Benny Akesson, Andy D. Pimentel
- DSD 2022
- Readers: Everyone
AutoDiCE: Fully Automated Distributed CNN Inference at the Edge
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
- CoRR 2022
- Readers: Everyone
The Effects of Partitioning Strategies on Energy Consumption in Distributed CNN Inference at The Edge
Erqian Tang, Xiaotian Guo, Todor P. Stefanov
- CoRR 2022
- Readers: Everyone
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge
Svetlana Minakova, Dolly Sapra, Todor P. Stefanov, Andy D. Pimentel
- ACM Trans. Embed. Comput. Syst. 2022
- Readers: Everyone
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
- PKDD/ECML Workshops (1) 2022
- Readers: Everyone
Low-memory and high-performance CNN inference on distributed systems at the edge
Erqian Tang, Todor P. Stefanov
- UCC Companion 2021
- Readers: Everyone
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge
Paola Busia, Svetlana Minakova, Todor P. Stefanov, Luigi Raffo, Paolo Meloni
- IEEE Access 2021
- Readers: Everyone

View all 105 publications

Co-Authors

View all 145 co-authors