| 2026 | DATE | KAN-SAs: Efficient Acceleration of Kolmogorov-Arnold Networks on Systolic Arrays. | Sohaib Errabii, Olivier Sentieys, Marcello Traiola |
| 2026 | FCCM | Hardware Stencil Accelerator with Periodic Boundary Conditions. | Damien Simon, Olivier Sentieys, Sylvain Lefebvre |
| 2026 | IOLTS | Project Highlights - Reliability Evaluation for ARCHYTAS AI hardware accelerators. | Angeliki Kritikakou, Fernando Fernandes dos Santos, Marcello Traiola, Rafael Billig Tonetto, Olivier Sentieys, Paolo Rech, Haralampos-G. Stratigopoulos, Giorgos Keramidas |
| 2025 | ARITH | Hardware-Aware Training for Multiplierless Convolutional Neural Networks. | Rmi Garcia, Lo Pradels, Silviu-Ioan Filip, Olivier Sentieys |
| 2025 | DATE | MPTorch-FPGA: A Custom Mixed-Precision Framework for FPGA-Based DNN Training. | Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys, Guy G. Lemieux |
| 2025 | ICCAD | SERA-Float: A Soft Error Resilient Approximate Floating-Point Computing Format. | Vishesh Mishra, Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys, Urbi Chatterjee |
| 2025 | IOLTS | Side-Channel Extraction of Dataflow AI Accelerator Hardware Parameters. | Guillaume Lomet, Rubn Salvador, Brice Colombier, Vincent Grosso, Olivier Sentieys, Cdric Killian |
| 2024 | CASES | Efficient Neural Networks: from SW optimization to specialized HW accelerators. | Marcello Traiola, Angeliki Kritikakou, Silviu-Ioan Filip, Olivier Sentieys |
| 2024 | DAC | Cross-Layer Reliability Evaluation and Efficient Hardening of Large Vision Transformers Models. | Lucas Roquet, Fernando Fernandes dos Santos, Paolo Rech, Marcello Traiola, Olivier Sentieys, Angeliki Kritikakou |
| 2024 | DATE | A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training. | Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys |
| 2024 | ETS | Reliability and Security of AI Hardware. | Dennis Gnad, Martin Gotthard, Jonas Krautter, Angeliki Kritikakou, Vincent Meyers, Paolo Rech, Josie E. Rodriguez Condia, Annachiara Ruospo, Ernesto Snchez, Fernando Fernandes dos Santos, Olivier Sentieys, Mehdi B. Tahoori, Russell Tessier, Marcello Traiola |
| 2024 | ISCAS | A Hardware Instruction Generation Mechanism for Energy-Efficient Computational Memories. | Lo De La Fuente, Jean-Frdric Christmann, Manuel Pezzin, Matthias Remars, Olivier Sentieys |
| 2023 | CCS | When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence. | Benot Coqueret, Mathieu Carbone, Olivier Sentieys, Gabriel Zaid |
| 2023 | DATE | Maximizing Computing Accuracy on Resource-Constrained Architectures. | Van-Phu Ha, Olivier Sentieys |
| 2023 | DATE | A machine-learning-guided framework for fault-tolerant DNNs. | Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys |
| 2023 | DSN | Design with low complexity fine-grained Dual Core Lock-Step (DCLS) RISC-V processors. | Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys |
| 2023 | ECRTS | Impact of Transient Faults on Timing Behavior and Mitigation with Near-Zero WCET Overhead. | Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys |
| 2023 | ETS | harDNNing: a machine-learning-based framework for fault tolerance assessment and protection of DNNs. | Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys |
| 2022 | CVPR | Disentangled Loss for Low-Bit Quantization-Aware Training. | Thibault Allenet, David Briand, Olivier Bichler, Olivier Sentieys |
| 2022 | DATE | Flodam: Cross-Layer Reliability Analysis Flow for Complex Hardware Designs. | Angeliki Kritikakou, Olivier Sentieys, Guillaume Hubert, Youri Helen, Jean-Francois Coulon, Patrice Deroux-Dauphin |
| 2022 | IOLTS | Functional and Timing Implications of Transient Faults in Critical Systems. | Angeliki Kritikakou, Panagiota Nikolaou, Ivan Rodriguez-Ferrandez, Joseph Paturel, Leonidas Kosmidis, Maria K. Michael, Olivier Sentieys, David Steenari |
| 2022 | IOLTS | Experimental evaluation of neutron-induced errors on a multicore RISC-V platform. | Fernando Fernandes dos Santos, Angeliki Kritikakou, Olivier Sentieys |
| 2021 | DATE | Leveraging Bayesian Optimization to Speed Up Automatic Precision Tuning. | Van-Phu Ha, Olivier Sentieys |
| 2021 | DDECS | AdequateDL: Approximating Deep Learning Accelerators. | Olivier Sentieys, Silviu-Ioan Filip, David Briand, David Novo, Etienne Dupuis, Ian O'Connor, Alberto Bosio |
| 2020 | DATE | Towards Generic and Scalable Word-Length Optimization. | Van-Phu Ha, Tomofumi Yuki, Olivier Sentieys |
| 2019 | DATE | Accelerating Itemset Sampling using Satisfiability Constraints on FPGA. | Mael Gueguen, Olivier Sentieys, Alexandre Termier |
| 2019 | DATE | Approximation-aware Task Deployment on Asymmetric Multicore Processors. | Lei Mo, Angeliki Kritikakou, Olivier Sentieys |
| 2019 | DATE | Fine-Grained Hardware Mitigation for Multiple Long-Duration Transients on VLIW Function Units. | Rafail Psiakis, Angeliki Kritikakou, Olivier Sentieys |
| 2019 | ICCAD | What You Simulate Is What You Synthesize: Designing a Processor Core from C++ Specifications. | Simon Rokicki, Davide Pala, Joseph Paturel, Olivier Sentieys |
| 2018 | ISCAS | Zyggie: A Wireless Body Area Network platform for indoor positioning and motion tracking. | Antoine Courtay, Mickal Le Gentil, Olivier Berder, Arnaud Carer, Pascal Scalart, Olivier Sentieys |
| 2017 | DAC | Energy and Performance Trade-off in Nanophotonic Interconnects using Coding Techniques. | Cdric Killian, Daniel Chillet, Sbastien Le Beux, Van-Dung Pham, Olivier Sentieys, Ian O'Connor |
| 2017 | DATE | The hidden cost of functional approximation against careful data sizing - A case study. | Benjamin Barrois, Olivier Sentieys, Daniel Mnard |
| 2017 | DATE | Performance and energy aware wavelength allocation on ring-based WDM 3D optical NoC. | Jiating Luo, A. Elantably, Van-Dung Pham, Cdric Killian, Daniel Chillet, Sbastien Le Beux, Olivier Sentieys, Ian O'Connor |
| 2017 | DATE | Pushing the limits of voltage over-scaling for error-resilient applications. | Rengarajan Ragavan, Benjamin Barrois, Cdric Killian, Olivier Sentieys |
| 2017 | FCCM | Fast and Energy-Driven Design Space Exploration for Heterogeneous Architectures. | Baptiste Roux, Matthieu Gautier, Olivier Sentieys, Jean-Philippe Delahaye |
| 2017 | ICCD | Decomposed Task Mapping to Maximize QoS in Energy-Constrained Real-Time Multicores. | Lei Mo, Angeliki Kritikakou, Olivier Sentieys |
| 2017 | ISCAS | Taking advantage of correlation in stochastic computing. | Rahul Kumar Budhwani, Rengarajan Ragavan, Olivier Sentieys |
| 2016 | DATE | Leveraging power spectral density for scalable system-level accuracy evaluation. | Benjamin Barrois, Karthick Parashar, Olivier Sentieys |
| 2016 | FPL | Effects of I/O routing through column interfaces in embedded FPGA fabrics. | Christophe Huriaux, Olivier Sentieys, Russell Tessier |
| 2015 | DATE | Design flow and run-time management for compressed FPGA configurations. | Christophe Huriaux, Antoine Courtay, Olivier Sentieys |
| 2015 | BSN | Low-complexity energy proportional posture/gesture recognition based on WBSN. | Alexis Aulery, Jean-Philippe Diguet, Christian Roland, Olivier Sentieys |
| 2015 | PERCOM | l1-Norm minimization based algorithm for non-intrusive load monitoring. | Xuan-Chien Le, Baptiste Vrigneau, Olivier Sentieys |
| 2014 | DSD | Design Space Exploration in an FPGA-Based Software Defined Radio. | Matthieu Gautier, Ganda Stphane Ouedraogo, Olivier Sentieys |
| 2014 | FCCM | FPGA Architecture Enhancements to Support Heterogeneous Partially Reconfigurable Regions. | Christophe Huriaux, Olivier Sentieys, Russell Tessier |
| 2014 | FCCM | Low Power Reconfigurable Controllers for Wireless Sensor Network Nodes. | Vivek D. Tovinakere, Olivier Sentieys, Steven Derrien, Christophe Huriaux |
| 2014 | FPL | FPGA architecture support for heterogeneous, relocatable partial bitstreams. | Christophe Huriaux, Olivier Sentieys, Russell Tessier |
| 2014 | ICCAD | Toward scalable source level accuracy analysis for floating-point to fixed-point conversion. | Gal Deest, Tomofumi Yuki, Olivier Sentieys, Steven Derrien |
| 2014 | WCNC | RIC-MAC: A MAC protocol for low-power cooperative wireless sensor networks. | Le Quang Vinh Tran, Olivier Berder, Olivier Sentieys |
| 2014 | SENSYS | A power manager with balanced quality of service for energy-harvesting wireless sensor nodes. | Trong Nhan Le, Alain Pegatoquet, Olivier Berder, Olivier Sentieys |
| 2013 | DSD | Component-Level Datapath Merging in System-Level Design of Wireless Sensor Node Controllers for FPGA-Based Implementations. | Muhammad Adeel Pasha, Steven Derrien, Olivier Sentieys |
| 2013 | GLOBECOM | A low-latency and energy-efficient MAC protocol for cooperative wireless sensor networks. | Duc-Long Nguyen, Le Quang Vinh Tran, Olivier Berder, Olivier Sentieys |
| 2013 | ICCAD | A polynomial time algorithm for solving the word-length optimization problem. | Karthick Parashar, Daniel Mnard, Olivier Sentieys |
| 2013 | PIMRC | Duty-cycle power manager for thermal-powered Wireless Sensor Networks. | Trong Nhan Le, Alain Pegatoquet, Olivier Sentieys, Olivier Berder, Ccile Belleudy |
| 2013 | PIMRC | Energy efficient reservation-based opportunistic MAC scheme in multi-hop networks. | Ruifeng Zhang, Olivier Berder, Olivier Sentieys |
| 2013 | VTC | An FPGA Software Defined Radio Platform with a High-Level Synthesis Design Flow. | Vaibhav Bhatnagar, Ganda Stphane Ouedraogo, Matthieu Gautier, Arnaud Carer, Olivier Sentieys |
| 2013 | VTC | A Novel Hierarchical Low Complexity Synchronization Method for OFDM Systems. | Pramod P. Udupa, Olivier Sentieys, Pascal Scalart |
| 2013 | SENSYS | Ultra low power asynchronous MAC protocol using wake-up radio for energy neutral WSN. | Trong Nhan Le, Michele Magno, Alain Pegatoquet, Olivier Berder, Olivier Sentieys, Emanuel M. Popovici |
| 2013 | SENSYS | Multi-source power manager for super-capacitor based energy harvesting WSN. | Trong Nhan Le, Alain Pegatoquet, Olivier Berder, Olivier Sentieys |
| 2013 | SCAM | GeCoS: A framework for prototyping custom hardware design flows. | Antoine Floch, Tomofumi Yuki, Ali El Moussawi, Antoine Morvan, Kevin J. M. Martin, Maxime Naullet, Mythri Alle, Ludovic L'Hours, Nicolas Simon, Steven Derrien, Franois Charot, Christophe Wolinski, Olivier Sentieys |
| 2012 | DAC | A semiempirical model for wakeup time estimation in power-gated logic clusters. | Vivek D. Tovinakere, Olivier Sentieys, Steven Derrien |
| 2012 | DSD | From Scilab to High Performance Embedded Multicore Systems: The ALMA Approach. | Jrgen Becker, Timo Stripf, Oliver Oey, Michael Hbner, Steven Derrien, Daniel Mnard, Olivier Sentieys, Gerard K. Rauwerda, Kim Sunesen, Nikolaos Kavvadias, Kostas Masselos, George Goulas, Panayiotis Alefragis, Nikolaos S. Voros, Dimitrios Kritharidis, Nikolaos Mitas, Diana Ghringer |
| 2012 | BSN | Latency-Energy Optimized MAC Protocol for Body Sensor Networks. | Muhammad Mahtab Alam, Olivier Berder, Daniel Mnard, Olivier Sentieys |
| 2011 | DDECS | Error recovery technique for coarse-grained reconfigurable architectures. | Muhammad Moazam Azeem, Stanislaw J. Piestrak, Olivier Sentieys, Sbastien Pillement |
| 2011 | IJCCI | Parallel Evaluation of Hopfield Neural Networks. | Antoine Eiche, Daniel Chillet, Sbastien Pillement, Olivier Sentieys |
| 2011 | WCNC | Non-regenerative full distributed space-time codes in cooperative relaying networks. | Le Quang Vinh Tran, Olivier Berder, Olivier Sentieys |
| 2011 | VLSID | Wakeup Time and Wakeup Energy Estimation in Power-Gated Logic Clusters. | Vivek D. Tovinakere, Olivier Sentieys, Steven Derrien |
| 2010 | DAC | A complete design-flow for the generation of ultra low-power WSN node architectures based on micro-tasking. | Muhammad Adeel Pasha, Steven Derrien, Olivier Sentieys |
| 2010 | DSD | System Level Synthesis for Ultra Low-Power Wireless Sensor Nodes. | Muhammad Adeel Pasha, Steven Derrien, Olivier Sentieys |
| 2010 | ICASSP | Analytical approach for analyzing quantization noise effects on decision operators. | Karthick Parashar, Romuald Rocher, Daniel Mnard, Olivier Sentieys |
| 2010 | ICCAD | Fast performance evaluation of fixed-point systems with un-smooth operators. | Karthick Parashar, Daniel Mnard, Romuald Rocher, Olivier Sentieys, David Novo, Francky Catthoor |
| 2010 | VTC | Cooperative MISO and Relay Comparison in Energy Constrained WSNs. | Tuan-Duc Nguyen, Olivier Berder, Olivier Sentieys |
| 2010 | VLSID | A Hierarchical Methodology for Word-Length Optimization of Signal Processing Systems. | Karthick Parashar, Romuald Rocher, Daniel Mnard, Olivier Sentieys |
| 2009 | DSD | xMAML: A Modeling Language for Dynamically Reconfigurable Architectures. | Julien Lallet, Sbastien Pillement, Olivier Sentieys |
| 2009 | ISCAS | Dynamic Precision Scaling for Low Power WCDMA Receiver. | Hai-Nam Nguyen, Daniel Mnard, Olivier Sentieys |
| 2009 | ISCAS | Ultra Low-power FSM for Control Oriented Applications. | Muhammad Adeel Pasha, Steven Derrien, Olivier Sentieys |
| 2009 | ISCAS | On-line Monitoring of Random Number Generators for Embedded Security. | Renaud Santoro, Olivier Sentieys, Sbastien Roy |
| 2008 | VTC | Efficient Space Time Combination Technique for Unsynchronized Cooperative Miso Transmission. | Tuan-Duc Nguyen, Olivier Berder, Olivier Sentieys |
| 2007 | IJCNN | A Neural Network Model for Real-Time Scheduling on Heterogeneous SoC Architectures. | Daniel Chillet, Sbastien Pillement, Olivier Sentieys |
| 2007 | VTC | Cooperative MIMO Schemes Optimal Selection for Wireless Sensor Networks. | Tuan-Duc Nguyen, Olivier Berder, Olivier Sentieys |
| 2006 | ISCAS | An energy-efficient ternary interconnection link for asynchronous systems. | Jean-Marc Philippe, E. Kinvi-Boh, Sbastien Pillement, Olivier Sentieys |
| 2006 | ISCAS | Fixed-point configurable hardware components for adaptive filters. | Romuald Rocher, Nicolas Herv, Daniel Mnard, Olivier Sentieys |
| 2005 | ICASSP | Accuracy evaluation of fixed-point APA algorithm [adaptive filter applications]. | Romuald Rocher, Daniel Mnard, Olivier Sentieys, Pascal Scalart |
| 2005 | ISCAS | A low-power and high-speed quaternary interconnection link using efficient converters. | Jean-Marc Philippe, Sbastien Pillement, Olivier Sentieys |
| 2004 | ICASSP | Accuracy evaluation of fixed-point LMS algorithm. | Romuald Rocher, Daniel Mnard, Olivier Sentieys, Pascal Scalart |
| 2004 | SCOPES | DSP Code Generation with Optimized Data Word-Length Selection. | Daniel Mnard, Olivier Sentieys |
| 2002 | CASES | Automatic floating-point to fixed-point conversion for DSP code generation. | Daniel Mnard, Daniel Chillet, Franois Charot, Olivier Sentieys |
| 2002 | DATE | Automatic Evaluation of the Accuracy of Fixed-Point Algorithms. | Daniel Mnard, Olivier Sentieys |
| 2002 | FPL | A Compilation Framework for a Dynamically Reconfigurable Architecture. | Raphal David, Daniel Chillet, Sbastien Pillement, Olivier Sentieys |
| 2002 | ICASSP | Mapping future generation mobile telecommunication applications on a dynamically reconfigurable arcidtecture. | Raphal David, Daniel Chillet, Sbastien Pillement, Olivier Sentieys |
| 2002 | ICASSP | A methodology for evaluating the precision of fixed-point systems. | Daniel Mnard, Olivier Sentieys |
| 2000 | ISCAS | Multi-algorithm ASIP synthesis and power estimation for DSP applications. | Jean-Gabriel Cousin, Olivier Sentieys, Daniel Chillet |
| 1999 | ISCAS | Behavioral synthesis of asynchronous systems: a methodology. | J. O. Dedou, Daniel Chillet, Olivier Sentieys |
| 1997 | ICASSP | VLSI high level synthesis of fast exact least mean square algorithms based on fast FIR filters. | Jean-Philippe Diguet, Olivier Sentieys, Daniel Chillet, Jean Luc Philippe |