Marc Riera

27 papers A* 2A 2B 1Misc 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
ARAS: Adaptive low-cost ReRAM-based accelerator for DNNs.
J. Syst. Archit.
Mohammad Sabri, Marc Riera, Antonio González
2025 J jnl
An energy-efficient near-data processing accelerator for DNNs to optimize memory accesses.
J. Syst. Archit.
Bahareh Khabbazan, Mohammad Sabri, Marc Riera, Antonio González
2025 J jnl
Hamun: An Approximate Computation Method to Prolong the Lifespan of ReRAM-Based Accelerators.
CoRR
Mohammad Sabri, Marc Riera, Antonio González
2025 J jnl
Hamun: An approximate computing method to prolong the lifespan of ReRAM-based accelerators.
J. Syst. Archit.
Mohammad Sabri, Marc Riera, Antonio González
2025 J jnl
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads.
CoRR
Bahareh Khabbazan, Marc Riera, Antonio González
2024 J jnl
ARAS: An Adaptive Low-Cost ReRAM-Based Accelerator for DNNs.
CoRR
Mohammad Sabri, Marc Riera, Antonio González
2024 — conf
Community-driven machine translation for the Catalan language at Softcatalà.
EAMT (2)
Xavi Ivars-Ribes, Jordi Mas, Marc Riera, Jaume Ortolà, Mikel Forcada, David Cànovas
2024 J jnl
Exploiting beam search confidence for energy-efficient speech recognition.
J. Supercomput.
Dennis Pinto, José-María Arnau, Marc Riera, José-Lorenzo Cruz, Antonio González
2024 J jnl
Mixture-of-Rookies: Saving DNN computations by predicting ReLU outputs.
Microprocess. Microsystems
Dennis Pinto, José-María Arnau, Marc Riera, José-Lorenzo Cruz, Antonio González
2023 J jnl
An Energy-Efficient Near-Data Processing Accelerator for DNNs that Optimizes Data Accesses.
CoRR
Bahareh Khabbazan, Marc Riera, Antonio González
2023 Misc conf
DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference.
HiPC
Bahareh Khabbazan, Marc Riera, Antonio González
2023 J jnl
DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference.
CoRR
Bahareh Khabbazan, Marc Riera, Antonio González
2023 B conf
QeiHaN: An Energy-Efficient DNN Accelerator that Leverages Log Quantization in NDP Architectures.
PACT
Bahareh Khabbazan, Marc Riera, Antonio González
2023 J jnl
ReDy: A Novel ReRAM-centric Dynamic Quantization Approach for Energy-efficient CNN Inference.
CoRR
Mohammad Sabri Abrebekoh, Marc Riera, Antonio González
2022 J jnl
A Survey of Near-Data Processing Architectures for Neural Networks.
Mach. Learn. Knowl. Extr.
Mehdi Hassanpour, Marc Riera, Antonio González
2022 J jnl
CREW: Computation reuse and efficient weight storage for hardware-accelerated MLPs and RNNs.
J. Syst. Archit.
Marc Riera, José-María Arnau, Antonio González
2022 J jnl
DNN pruning with principal component analysis and connection importance estimation.
J. Syst. Archit.
Marc Riera, José-María Arnau, Antonio González
2021 J jnl
A Survey of Near-Data Processing Architectures for Neural Networks.
CoRR
Mehdi Hassanpour, Marc Riera, Antonio González
2021 J jnl
CREW: Computation Reuse and Efficient Weight Storage for Hardware-accelerated MLPs and RNNs.
CoRR
Marc Riera, José-María Arnau, Antonio González
2020 — —
Low-power accelerators for cognitive computing.
Marc Riera
2019 J jnl
(Pen-) Ultimate DNN Pruning.
CoRR
Marc Riera, José-María Arnau, Antonio González
2019 J jnl
CGPA: Coarse-Grained Pruning of Activations for Energy-Efficient RNN Inference.
IEEE Micro
Marc Riera, José-María Arnau, Antonio González
2019 J jnl
SyRA: Early System Reliability Analysis for Cross-Layer Soft Errors Resilience in Memory Arrays of Microprocessor Systems.
IEEE Trans. Computers
Alessandro Vallero, Alessandro Savino, Athanasios Chatzidimitriou, Manolis Kaliorakis, Maha Kooli, Marc Riera, Martí Anglada, Giorgio Di Natale, Alberto Bosio, Ramon Canal, Antonio González, Dimitris Gizopoulos, Riccardo Mariani, Stefano Di Carlo
2018 A* conf
Computation Reuse in DNNs by Exploiting Input Similarity.
ISCA
Marc Riera, José-María Arnau, Antonio González
2018 A* conf
The Dark Side of DNN Pruning.
ISCA
Reza Yazdani, Marc Riera, José-María Arnau, Antonio González
2016 A conf
A detailed methodology to compute Soft Error Rates in advanced technologies.
DATE
Marc Riera, Ramon Canal, Jaume Abella, Antonio González
2016 A conf
Cross-layer system reliability assessment framework for hardware faults.
ITC
Alessandro Vallero, Alessandro Savino, Gianfranco Politano, Stefano Di Carlo, Athanasios Chatzidimitriou, Sotiris Tselonis, Manolis Kaliorakis, Dimitris Gizopoulos, Marc Riera, Ramon Canal, Antonio González, Maha Kooli, Alberto Bosio, Giorgio Di Natale