A detailed methodology to compute Soft Error Rates in advanced technologies. - Marc Riera; Ramon Canal; Jaume Abella 001; Antonio González 001 (DATE, 2016)

Cross-layer system reliability assessment framework for hardware faults. - Alessandro Vallero; Alessandro Savino; Gianfranco Politano; Stefano Di Carlo; Athanasios Chatzidimitriou; Sotiris Tselonis; Manolis Kaliorakis; Dimitris Gizopoulos; Marc Riera; Ramon Canal; Antonio González 001; Maha Kooli; et al. (ITC, 2016)

Computation Reuse in DNNs by Exploiting Input Similarity. - Marc Riera; José-María Arnau; Antonio González 001 (ISCA, 2018)

The Dark Side of DNN Pruning. - Reza Yazdani; Marc Riera; José-María Arnau; Antonio González 001 (ISCA, 2018)

(Pen-) Ultimate DNN Pruning. - Marc Riera; José-María Arnau; Antonio González 001 (CoRR, 2019)

CGPA: Coarse-Grained Pruning of Activations for Energy-Efficient RNN Inference. - Marc Riera; José-María Arnau; Antonio González 001 (IEEE Micro, 2019)

SyRA: Early System Reliability Analysis for Cross-Layer Soft Errors Resilience in Memory Arrays of Microprocessor Systems. - Alessandro Vallero; Alessandro Savino; Athanasios Chatzidimitriou; Manolis Kaliorakis; Maha Kooli; Marc Riera; Martí Anglada; Giorgio Di Natale; Alberto Bosio; Ramon Canal; Antonio González 001; Dimitris Gizopoulos; et al. (IEEE Trans. Computers, 2019)

Low-power accelerators for cognitive computing. - Marc Riera (2020)

DNN pruning with principal component analysis and connection importance estimation. - Marc Riera; José-María Arnau; Antonio González 001 (J. Syst. Archit., 2022)

CREW: Computation reuse and efficient weight storage for hardware-accelerated MLPs and RNNs. - Marc Riera; José-María Arnau; Antonio González 001 (J. Syst. Archit., 2022)

A Survey of Near-Data Processing Architectures for Neural Networks. - Mehdi Hassanpour; Marc Riera; Antonio González 001 (Mach. Learn. Knowl. Extr., 2022)

QeiHaN: An Energy-Efficient DNN Accelerator that Leverages Log Quantization in NDP Architectures. - Bahareh Khabbazan; Marc Riera; Antonio González 001 (PACT, 2023)

DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference. - Bahareh Khabbazan; Marc Riera; Antonio González 001 (HiPC, 2023)

ReDy: A Novel ReRAM-centric Dynamic Quantization Approach for Energy-efficient CNN Inference. - Mohammad Sabri Abrebekoh; Marc Riera; Antonio González 001 (CoRR, 2023)

An Energy-Efficient Near-Data Processing Accelerator for DNNs that Optimizes Data Accesses. - Bahareh Khabbazan; Marc Riera; Antonio González 001 (CoRR, 2023)

Community-driven machine translation for the Catalan language at Softcatalà. - Xavi Ivars-Ribes; Jordi Mas; Marc Riera; Jaume Ortolà; Mikel Forcada; David Cànovas (EAMT (2), 2024)

ReDy: A Novel ReRAM-centric Dynamic Quantization Approach for Energy-efficient CNNs. - Mohammad Sabri Abrebekoh; Marc Riera Villanueva; Antonio González 001 (ICPP, 2024)

ARAS: An Adaptive Low-Cost ReRAM-Based Accelerator for DNNs. - Mohammad Sabri; Marc Riera; Antonio González 001 (CoRR, 2024)

Mixture-of-Rookies: Saving DNN computations by predicting ReLU outputs. - Dennis Pinto; José-María Arnau; Marc Riera; José-Lorenzo Cruz; Antonio González 001 (Microprocess. Microsystems, 2024)

Exploiting beam search confidence for energy-efficient speech recognition. - Dennis Pinto; José-María Arnau; Marc Riera; José-Lorenzo Cruz; Antonio González 001 (J. Supercomput., 2024)

An energy-efficient near-data processing accelerator for DNNs to optimize memory accesses. - Bahareh Khabbazan; Mohammad Sabri; Marc Riera; Antonio González 001 (J. Syst. Archit., 2025)

Hamun: An approximate computing method to prolong the lifespan of ReRAM-based accelerators. - Mohammad Sabri; Marc Riera; Antonio González 001 (J. Syst. Archit., 2025)

Hamun: An Approximate Computation Method to Prolong the Lifespan of ReRAM-Based Accelerators. - Mohammad Sabri; Marc Riera; Antonio González 001 (CoRR, 2025)

Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads. - Bahareh Khabbazan; Marc Riera; Antonio González 001 (CoRR, 2025)