Ternary neural networks for resource-efficient AI applications H Alemdar, V Leroy, A Prost-Boucle, F Pétrot 2017 international joint conference on neural networks (IJCNN), 2547-2554, 2017 | 307 | 2017 |
Scalable high-performance architecture for convolutional ternary neural networks on FPGA A Prost-Boucle, A Bourge, F Pétrot, H Alemdar, N Caldwell, V Leroy 2017 27Th International conference on field programmable logic and …, 2017 | 101 | 2017 |
Fast and standalone design space exploration for high-level synthesis under resource constraints A Prost-Boucle, O Muller, F Rousseau Journal of Systems Architecture 60 (1), 79-93, 2014 | 51 | 2014 |
High-efficiency convolutional ternary neural networks with custom adder trees and weight compression A Prost-Boucle, A Bourge, F Pétrot ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-24, 2018 | 29 | 2018 |
A fast and autonomous HLS methodology for hardware accelerator generation under resource constraints A Prost-Boucle, O Muller, F Rousseau 2013 Euromicro Conference on Digital System Design, 201-208, 2013 | 24 | 2013 |
Overview of the state of the art in embedded machine learning L Andrade, A Prost-Boucle, F Pétrot 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018 | 17 | 2018 |
Efficient decompression of binary encoded balanced ternary sequences O Muller, A Prost-Boucle, A Bourge, F Pétrot IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (8 …, 2019 | 11 | 2019 |
Efficient and versatile fpga acceleration of support counting for stream mining of sequences and frequent itemsets A Prost-Boucle, F Pétrot, V Leroy, H Alemdar ACM Transactions on Reconfigurable Technology and Systems (TRETS) 10 (3), 1-25, 2017 | 11 | 2017 |
On-board non-regression test of HLS tools targeting FPGA A Wicaksana, A Prost-Boucle, O Muller, F Rousseau, A Sasongko Proceedings of the 27th International Symposium on Rapid System Prototyping …, 2016 | 6 | 2016 |
HLS-based methodology for fast iterative development applied to elliptic curve arithmetic S Pontie, A Bourge, A Prost-Boucle, P Maistri, O Muller, R Leveugle, ... 2016 Euromicro Conference on Digital System Design (DSD), 511-518, 2016 | 6 | 2016 |
Génération rapide d'accélérateurs matériels par synthèse d'architecture sous contraintes de ressources A Prost-Boucle Université de Grenoble, 2014 | 3 | 2014 |
A fast and stand-alone HLS methodology for hardware accelerator generation under resource constraints A Prost-Boucle, O Müller, F Rousseau Journal of systems architecture, 2014 | 2 | 2014 |
A new automated instrumentation for emulation-based fault injection R Leveugle, A Prost-Boucle 2010 First IEEE Latin American Symposium on Circuits and Systems (LASCAS …, 2010 | 2 | 2010 |
The 3x+ 1 problem: Existence of cycles under assumption of distance between odd values A Prost-Boucle | 1 | 2018 |
Méthodologie de génération rapide et automatique d’accélérateurs matériels sous contraintes de ressources: progression itérative et gloutonne A Prost-Boucle, O Muller, F Rousseau Conférence en Parallélisme, Architecture et Système (ComPAS'13), 2013 | 1 | 2013 |
CIME-Réseau CNFM-CIME Nanotech E Bychina Evgeniia Bychina, 2024 | | 2024 |
Inside the AI Accelerators: From High Performance to Energy Efficiency A Pinzari, A Prost-Boucle, C Rabache, F Pétrot Advancing Edge Artificial Intelligence, 87-103, 2024 | | 2024 |
Hardware-friendly AI algorithms: Ternary Neural Networks F Pétrot, A Prost-Boucle, A Bourge, LLA Porras, T Baumela, A Pinzari HiPEAC Computing Systems Week (HiPEAC 2021), 2021 | | 2021 |
High-Throughput and High-Accuracy Classification with Convolutional Ternary Neural Networks F Pétrot, A Prost-Boucle, A Bourge International Workshop on Highly Efficient Neural Processing (HENP'2018), 2018 | | 2018 |
High-Throughput Ternary CNN on FPGA: Low Level Optimizations and Compression F Pétrot, A Prost-Boucle, A Bourge 18th International Forum on MPSoC (MPSoC'2018), 2018 | | 2018 |