Franyell Silfa

According to our database, Franyell Silfa authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

ReuseSense: With Great Reuse Comes Greater Efficiency; Effectively Employing Computation Reuse on General-Purpose CPUs.

Nitesh Narayana GS, Marc Ordoñez, Lokananda Hari, Franyell Silfa, Antonio González

CoRR, 2023

Exploiting Kernel Compression on BNNs.

Franyell Silfa, José-María Arnau, Antonio González

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

E-BATCH: Energy-Efficient and High-Throughput RNN Batching.

Franyell Silfa, José-María Arnau, Antonio González

ACM Trans. Archit. Code Optim., 2022

Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme.

Franyell Silfa, José-María Arnau, Antonio González

CoRR, 2022

2021

Energy-efficient architectures for recurrent neural networks.

Franyell Silfa

PhD thesis, 2021

2020

Boosting LSTM Performance Through Dynamic Precision Selection.

Franyell Silfa, José-María Arnau, Antonio González

Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020

2019

Neuron-Level Fuzzy Memoization in RNNs.

Franyell Silfa, Gem Dot, José-María Arnau, Antonio González

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

2018

E-PUR: an energy-efficient processing unit for recurrent neural networks.

Franyell Silfa, Gem Dot, José-María Arnau, Antonio González

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018