36 citations · 52 across the 13 of their papers we have counts for
14 papers
Vitamin-V: Expanding Open-Source RISC-V Cloud Environments
Ramon Canal, Stefano Di Carlo, Dimitris Gizopoulos +12
Among the key contributions of Vitamin-V (2023-2025 Horizon Europe project), we develop a complete RISC-V open-source software stack for cloud services with comparable performance…
A Lightweight, Compiler-Assisted Register File Cache for GPGPU
Mojtaba Abaie Shoushtary, Jose Maria Arnau, Jordi Tubella Murgadas +1
Modern GPUs require an enormous register file (RF) to store the context of thousands of active threads. It consumes considerable energy and contains multiple large banks to provide…
Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services
A. Arelakis, J. M. Arnau, J. L. Berral +20
Vitamin-V is a 2023-2025 Horizon Europe project that aims to develop a complete RISC-V open-source software stack for cloud services with comparable performance to the cloud-domina…
K-D Bonsai: ISA-Extensions to Compress K-D Trees for Autonomous Driving Tasks
Pedro H. E. Becker, José María Arnau, Antonio González
Autonomous Driving (AD) systems extensively manipulate 3D point clouds for object detection and vehicle localization. Thereby, efficient processing of 3D point clouds is crucial in…
Exploiting Kernel Compression on BNNs
Franyell Silfa, Jose Maria Arnau, Antonio González
Binary Neural Networks (BNNs) are showing tremendous success on realistic image classification tasks. Notably, their accuracy is similar to the state-of-the-art accuracy obtained b…
Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme
Franyell Silfa, Jose-Maria Arnau, Antonio González
Recurrent Neural Networks (RNNs) are a key technology for applications such as automatic speech recognition or machine translation. Unlike conventional feed-forward DNNs, RNNs reme…