Follow
Marc Riera
Title
Cited by
Cited by
Year
Computation reuse in DNNs by exploiting input similarity
M Riera, JM Arnau, A González
2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018
982018
Syra: Early system reliability analysis for cross-layer soft errors resilience in memory arrays of microprocessor systems
A Vallero, A Savino, A Chatzidimitriou, M Kaliorakis, M Kooli, M Riera, ...
IEEE Transactions on Computers 68 (5), 765-783, 2018
372018
Cross-layer system reliability assessment framework for hardware faults
A Vallero, A Savino, G Politano, S Di Carlo, A Chatzidimitriou, S Tselonis, ...
2016 IEEE International Test Conference (ITC), 1-10, 2016
352016
The dark side of DNN pruning
R Yazdani, M Riera, JM Arnau, A González
2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018
322018
A detailed methodology to compute soft error rates in advanced technologies
M Riera, R Canal, J Abella, A Gonzalez
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 217-222, 2016
322016
DNN pruning with principal component analysis and connection importance estimation
M Riera, JM Arnau, A Gonzalez
Journal of Systems Architecture 122, 102336, 2022
122022
Computation reuse in dnns by exploiting input similarity. In 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA)
M Riera, JM Arnau, A González
IEEE, 57ś68, 2018
92018
A survey of near-data processing architectures for neural networks
M Hassanpour, M Riera, A González
Machine Learning and Knowledge Extraction 4 (1), 66-102, 2022
82022
Cgpa: Coarse-grained pruning of activations for energy-efficient rnn inference
M Riera, JM Arnau, A Gonzalez
IEEE micro 39 (5), 36-45, 2019
32019
Early component-based system reliability analysis for approximate computing systems
A Vallero, A Savino, G Politano, S Di Carlo, A Chatzidimitriou, S Tselonis, ...
Proceedings Of The 2nd Workshop On Approximate Computing (WAPCO), 1-4, 2016
22016
CREW: Computation reuse and efficient weight storage for hardware-accelerated MLPs and RNNs
M Riera, JM Arnau, A González
Journal of Systems Architecture 129, 102604, 2022
12022
An Energy-Efficient Near-Data Processing Accelerator for DNNs that Optimizes Data Accesses
B Khabbazan, M Riera, A González
arXiv preprint arXiv:2310.18181, 2023
2023
QeiHaN: An Energy-Efficient DNN Accelerator that Leverages Log Quantization in NDP Architectures
B Khabbazan, M Riera, A González
2023 32nd International Conference on Parallel Architectures and Compilation …, 2023
2023
ReDy: A Novel ReRAM-centric Dynamic Quantization Approach for Energy-efficient CNN Inference
M Sabri, M Riera, A González
arXiv preprint arXiv:2306.16298, 2023
2023
DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference
B Khabbazan, M Riera, A González
arXiv preprint arXiv:2306.16430, 2023
2023
CREW: Computation Reuse and Efficient Weight Storage for Hardware-accelerated MLPs and RNNs
M Riera, JM Arnau, A Gonzalez
arXiv preprint arXiv:2107.09408, 2021
2021
Low-power accelerators for cognitive computing
M Riera Villanueva
Universitat Politècnica de Catalunya, 2020
2020
(Pen-) Ultimate DNN Pruning
M Riera, JM Arnau, A Gonzalez
arXiv preprint arXiv:1906.02535, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–18