Pierre-Emmanuel Novac

According to our database, Pierre-Emmanuel Novac authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Embedded event based object detection with spiking neural network.

Jonathan Courtois, Pierre-Emmanuel Novac, Edgar Lemaire, Alain Pegatoquet, Benoît Miramond

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

MicroAI: embedded artificial intelligence for human activity recognition on smart glasses. (MicroIA: intelligence artificielle embarquée pour la reconnaissance d'activités physiques sur lunettes intelligentes).

Pierre-Emmanuel Novac

PhD thesis, 2022

An Analytical Estimation of Spiking Neural Networks Energy Efficiency.

Edgar Lemaire, Loïc Cordone, Andrea Castagnetti, Pierre-Emmanuel Novac, Jonathan Courtois, Benoît Miramond

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Quantization and Deployment of Deep Neural Networks on Microcontrollers.

Pierre-Emmanuel Novac, Ghouthi Boukli Hacene, Alain Pegatoquet, Benoît Miramond, Vincent Gripon

Sensors, 2021

2020

Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures.

Pierre-Emmanuel Novac, Andres Upegui, Diego Barrientos, Claudio Sousa, Laurent Rodriguez, Benoît Miramond

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Toward unsupervised Human Activity Recognition on Microcontroller Units.

Pierre-Emmanuel Novac, Andrea Castagnetti, Adrien Russo, Benoît Miramond, Alain Pegatoquet, François Verdier

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2019

GeneSIS: Continuous Orchestration and Deployment of Smart IoT Systems.

Nicolas Ferry, Phu Hong Nguyen, Hui Song, Pierre-Emmanuel Novac, Stéphane Lavirotte, Jean-Yves Tigli, Arnor Solberg

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019