Thomas Garbay

According to our database, Thomas Garbay authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Algorithms for scheduling CNNs on multicore MCUs at the neuron and layer levels.

Petr Dobiás, Thomas Garbay, Bertrand Granado, Khalil Hachicha, Andrea Pinna

Microprocess. Microsystems, 2024

2023

Zip-CNN.

Thomas Garbay

PhD thesis, 2023

An Empirical Study of Convolutional Neural Network Compressions within Low-Power Devices.

Thomas Garbay, Karim Hocine, Khalil Hachicha, Andrea Pinna, Bertrand Granado

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022

Accurate Estimation of the CNN Inference Cost for TinyML Devices.

Thomas Garbay, Khalil Hachicha, Petr Dobiás, Wilfried Dron, Pedro Lusich, Imane Khalis, Andrea Pinna, Bertrand Granado

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Comparative Study of Scheduling a Convolutional Neural Network on Multicore MCU.

Petr Dobiás, Thomas Garbay, Bertrand Granado, Khalil Hachicha, Andréa Pinna

Proceedings of the Design and Architecture for Signal and Image Processing, 2022

2021

CNN Inference Costs Estimation on Microcontrollers: the EST Primitive-based Model.

Thomas Garbay, Petr Dobiás, Wilfried Dron, Pedro Lusich, Imane Khalis, Andréa Pinna, Khalil Hachicha, Bertrand Granado

Proceedings of the 28th IEEE International Conference on Electronics, 2021

2019

Distilling the knowledge in CNN for WCE screening tool.

Thomas Garbay, Orlando Chuquimia, Andréa Pinna, Hichem Sahbi, Xavier Dray, Bertrand Granado

Proceedings of the 2019 Conference on Design and Architectures for Signal and Image Processing, 2019

2018

A Comprehensive Comparison of Commercial Wrist- Worn Trackers in a Young Cohort in a Lab- Environment.

Salvatore Tedesco, Marco Sica, Thomas Garbay, John Barton, Brendan O'Flynn

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018