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ORCIDFrédéric Heitzmann
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2020 – today
- 2023
[j3]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:
SamurAI: A Versatile IoT Node With Event-Driven Wake-Up and Embedded ML Acceleration. IEEE J. Solid State Circuits 58(6): 1782-1797 (2023)- [i2]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:
SamurAI: A Versatile IoT Node With Event-Driven Wake-Up and Embedded ML Acceleration. CoRR abs/2304.13726 (2023) - 2020
- [c6]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:
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. VLSI Circuits 2020: 1-2
2010 – 2019
- 2016
- [j2]Bartosz Boguslawski, Frédéric Heitzmann, Benoit Larras, Fabrice Seguin:
Energy-Efficient Associative Memory Based on Neural Cliques. IEEE Trans. Circuits Syst. II Express Briefs 63-II(4): 376-380 (2016) - [j1]Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann:
Twin Neurons for Efficient Real-World Data Distribution in Networks of Neural Cliques: Applications in Power Management in Electronic Circuits. IEEE Trans. Neural Networks Learn. Syst. 27(2): 375-387 (2016) - [c5]Ayoub Nouri, Rahma Ben Atitallah, Anca Molnos, Christian Fabre, Frédéric Heitzmann, Olivier Debicki:
Transforming VHDL descriptions into formal component-based models. RSP 2016: 128-135 - 2015
- [c4]Bartosz Boguslawski, Hossam Sarhan, Frédéric Heitzmann, Fabrice Seguin, Sébastien Thuries, Olivier Billoint, Fabien Clermidy:
Compact interconnect approach for networks of neural cliques using 3D technology. VLSI-SoC 2015: 116-121 - 2014
- [c3]Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann:
Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques. AAAI 2014: 262-268 - 2013
- [c2]Benoit Larras, Bartosz Boguslawski, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin, Frédéric Heitzmann:
Analog encoded neural network for power management in MPSoC. NEWCAS 2013: 1-4 - [i1]Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann:
Storing non-uniformly distributed messages in networks of neural cliques. CoRR abs/1307.6410 (2013) - 2012
- [c1]Romain Lemaire, Sébastien Thuries, Frédéric Heitzmann:
A flexible modeling environment for a NoC-based multicore architecture. HLDVT 2012: 140-147
Coauthor Index
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