Frédéric Heitzmann

According to our database, Frédéric Heitzmann authored at least 10 papers between 2012 and 2023.

Collaborative distances:

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

2023

SamurAI: A Versatile IoT Node With Event-Driven Wake-Up and Embedded ML Acceleration.

Ivan Miro-Panades, Benoît Tain, Jean-Frédéric Christmann, David Coriat, Romain Lemaire, Clement Jany, Baudouin Martineau, Fabrice Chaix, Guillaume Waltener, Emmanuel Pluchart, Jean-Philippe Noel, Adam Makosiej, Maxime Montoya, Simone Bacles-Min, David Briand, Jean-Marc Philippe, Yvain Thonnart, Alexandre Valentian, Frédéric Heitzmann, Fabien Clermidy

IEEE J. Solid State Circuits, 2023

2020

SamurAI: A 1.7MOPS-36GOPS Adaptive Versatile IoT Node with 15, 000× Peak-to-Idle Power Reduction, 207ns Wake-Up Time and 1.3TOPS/W ML Efficiency.

Ivan Miro Panades, Benoît Tain, Jean-Frédéric Christmann, David Coriat, Romain Lemaire, Clement Jany, Baudouin Martineau, Fabrice Chaix, Anthony Quelen, Emmanuel Pluchart, Jean-Philippe Noel, Reda Boumchedda, Adam Makosiej, Maxime Montoya, Simone Bacles-Min, David Briand, Jean-Marc Philippe, Alexandre Valentian, Frédéric Heitzmann, Edith Beigné, Fabien Clermidy

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

2016

Twin Neurons for Efficient Real-World Data Distribution in Networks of Neural Cliques: Applications in Power Management in Electronic Circuits.

Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann

IEEE Trans. Neural Networks Learn. Syst., 2016

Energy-Efficient Associative Memory Based on Neural Cliques.

Bartosz Boguslawski, Frédéric Heitzmann, Benoit Larras, Fabrice Seguin

IEEE Trans. Circuits Syst. II Express Briefs, 2016

Transforming VHDL descriptions into formal component-based models.

Ayoub Nouri, Rahma Ben Atitallah, Anca Molnos, Christian Fabre, Frédéric Heitzmann, Olivier Debicki

Proceedings of the 2016 International Symposium on Rapid System Prototyping, 2016

2015

Compact interconnect approach for networks of neural cliques using 3D technology.

Bartosz Boguslawski, Hossam Sarhan, Frédéric Heitzmann, Fabrice Seguin, Sébastien Thuries, Olivier Billoint, Fabien Clermidy

Proceedings of the 2015 IFIP/IEEE International Conference on Very Large Scale Integration, 2015

2014

Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques.

Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Storing non-uniformly distributed messages in networks of neural cliques.

Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann

CoRR, 2013

Analog encoded neural network for power management in MPSoC.

Benoit Larras, Bartosz Boguslawski, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin, Frédéric Heitzmann

Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

2012

A flexible modeling environment for a NoC-based multicore architecture.

Romain Lemaire, Sébastien Thuries, Frédéric Heitzmann

Proceedings of the 2012 IEEE International High Level Design Validation and Test Workshop, 2012