Blind Neural Belief Propagation Decoder for Linear Block Codes

Autor: Paul Chollet, Louis-Adrien Dufrene, Guillaume Larue, Quentin Lampin, Ghaya Rekaya, Hadi Ghauch

Publikováno v: EuCNC/6G Summit
EuCNC/6G Summit, Jun 2021, Porto, Portugal
EnCNC 2021
EnCNC 2021, Jun 2021, porto, Portugal
2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)

Neural belief propagation decoders were recently introduced by Nachmani et al. as a way to improve the decoding performance of belief propagation iterative algorithm for short to medium length linear block codes. The main idea behind these decoders i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7f093de078a74bb0ef1f44cbb085f0c4
https://doi.org/10.1109/eucnc/6gsummit51104.2021.9482479

Power-aware feature selection for optimized Analog-to-Feature converter

Autor: Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys

Publikováno v: Microelectronics Journal. 122:105386

Analog-to-feature (A2F) conversion is an acquisition method thought for IoT devices in order to increase wireless sensor’s battery life. The operating principle of A2F is to perform classification tasks at sub-Nyquist rate, by extracting relevant f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0d64f90b1cfec69aa5952db6345bcce5
https://doi.org/10.1016/j.mejo.2022.105386

A fully flexible circuit implementation of clique-based neural networks in 65-nm CMOS: [Invited]

Autor: Benoit Larras, Cyril Lahuec, Paul Chollet, Fabrice Seguin, Matthieu Arzel

Publikováno v: ISCAS
IEEE Transactions on Circuits and Systems I: Regular Papers
IEEE Transactions on Circuits and Systems I: Regular Papers, 2018, 66 (5), pp.1-12. ⟨10.1109/TCSI.2018.2881508⟩
IEEE Transactions on Circuits and Systems I: Regular Papers, IEEE, 2018, 66 (5), pp.1-12. ⟨10.1109/TCSI.2018.2881508⟩
Proceedings ISCAS 2018 : IEEE International Symposium on Circuits and Systems (ISCAS)
ISCAS 2018 : IEEE International Symposium on Circuits and Systems (ISCAS)
ISCAS 2018 : IEEE International Symposium on Circuits and Systems (ISCAS), May 2018, Firenze, Italy. ⟨10.1109/ISCAS.2018.8350954⟩

International audience; Clique-based neural networks implement low-complexity functions working with a reduced connectivity between neurons. Thus, they address very specific applications operating with a very low-energy budget. However, the implement

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa8bd81bc9bcfdf4dc9fce6e02f71b07
https://doi.org/10.1109/iscas.2018.8350954

An ultra-low power iterative clique-based neural network integrated in 65-nm CMOS

Autor: Cyril Lahuec, Benoit Larras, Paul Chollet, Matthieu Arzel, Fabrice Seguin

Publikováno v: NEWCAS
Proceedings NEWCAS 2017 : 15th IEEE International New Circuits and Systems Conference
NEWCAS 2017 : 15th IEEE International New Circuits and Systems Conference
NEWCAS 2017 : 15th IEEE International New Circuits and Systems Conference, Jun 2017, Strasbourg, France. pp.5-8, ⟨10.1109/NEWCAS.2017.8010091⟩

International audience; Clique-based neural networks are less complex than commonly used neural network models. They have a limited connectivity and are composed of simple functions. They are thus adapted to implement neuro-inspired computation units

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d13fe48278edb9500066378671b5477d
https://doi.org/10.1109/newcas.2017.8010091

Analog-to-feature converter optimization through power-aware feature selection

Autor: Antoine BACK, Paul Chollet, Olivier Fercoq, Patricia Desgreys

Publikováno v: HAL
International Conference on Analog VLSI Circuits
International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France

International audience; Analog-to-feature (A2F) conversion is an acquisition method thought for IoT devices in order to increase wireless sensor's battery life. The operating principle of A2F is to perform classification tasks at sub-Nyquist rate, by

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::740141d1a39e168c6ff4ba4ff4ec91b2
https://hal.telecom-paris.fr/hal-03329932