José-María Arnau

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Speech Recognition

Recurrent Neural Networks

Component Analysis

Top Venues

Publications

Dennis Pinto, José-María Arnau, Marc Riera, José-Lorenzo Cruz, Antonio González
Mixture-of-Rookies: Saving DNN computations by predicting ReLU outputs. Microprocess. Microsystems 109 (2024)
Mojtaba Abaie Shoushtary, José-María Arnau, Jordi Tubella Murgadas, Antonio González
Memento: An Adaptive, Compiler-Assisted Register File Cache for GPUs. ISCA (2024)
Ramon Canal, Stefano Di Carlo, Dimitris Gizopoulos, Alberto Scionti, Francesco Lubrano, Josep Lluis Berral, Aaron Call, Diego Marron, Konstantinos Nikas, Dionisios N. Pnevmatikatos, Daniel Raho, Alvise Rigo, Yannis Papaefstathiou, José-María Arnau, Angelos Arelakis
Vitamin-V: Expanding Open-Source RISC-V Cloud Environments. CoRR (2024)
Raúl Taranco, José-María Arnau, Antonio González
SLIDEX: A Novel Architecture for Sliding Window Processing. ICS (2024)
Pedro Henrique Exenberger Becker, José-María Arnau, Antonio González
K-D Bonsai: ISA-Extensions to Compress K-D Trees for Autonomous Driving Tasks. ISCA (2023)
Mojtaba Abaie Shoushtary, José-María Arnau, Jordi Tubella Murgadas, Antonio Gonzalez
A Lightweight, Compiler-Assisted Register File Cache for GPGPU. CoRR (2023)
Raúl Taranco, José-María Arnau, Antonio González
δLTA: Decoupling Camera Sampling from Processing to Avoid Redundant Computations in the Vision Pipeline. MICRO (2023)
Albert Segura, José-María Arnau, Antonio González
Irregular accesses reorder unit: improving GPGPU memory coalescing for graph-based workloads. J. Supercomput. 79 (1) (2023)
Franyell Silfa, José-María Arnau, Antonio González
Exploiting Kernel Compression on BNNs. DATE (2023)
Raúl Taranco, José-María Arnau, Antonio González
LOCATOR: Low-power ORB accelerator for autonomous cars. J. Parallel Distributed Comput. 174 (2023)
Raúl Taranco, José-María Arnau, Antonio González
SLIDEX: Sliding Window Extension for Image Processing. PACT (2023)
Rodrigo Huerta, José-María Arnau, Antonio González
Simple Out of Order Core for GPGPUs. GPGPU@PPoPP (2023)
Reza Yazdani Aminabadi, Olatunji Ruwase, Minjia Zhang, Yuxiong He, José-María Arnau, Antonio Gonazalez
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Ramon Canal, Cristiano Pegoraro Chenet, Aggelos Arelakis, José-María Arnau, Josep Lluís Berral, Aaron Call, Stefano Di Carlo, Juan José Costa, Dimitris Gizopoulos, Vasileios Karakostas, Francesco Lubrano, Konstantinos Nikas, Yiannis Nikolakopoulos, Beatriz Otero, George Papadimitriou, Ioannis Papaefstathiou, Dionisios N. Pnevmatikatos, Daniel Raho, Alvise Rigo, Eva Rodríguez, Alessandro Savino, Alberto Scionti, Nikolaos Tampouratzis, Alex Torregrosa
VITAMIN-V: Virtual Environment and Tool-Boxing for Trustworthy Development of RISC-V Based Cloud Services. DSD (2023)
Mojtaba Abaie Shoushtary, José-María Arnau, Jordi Tubella Murgadas, Antonio González
Lightweight Register File Caching in Collector Units for GPUs. GPGPU@PPoPP (2023)
Pedro Henrique Exenberger Becker, José-María Arnau, Antonio González
K-D Bonsai: ISA-Extensions to Compress K-D Trees for Autonomous Driving Tasks. CoRR (2023)
Marc Riera, José-María Arnau, Antonio González
CREW: Computation reuse and efficient weight storage for hardware-accelerated MLPs and RNNs. J. Syst. Archit. 129 (2022)
Marc Riera, José-María Arnau, Antonio González
DNN pruning with principal component analysis and connection importance estimation. J. Syst. Archit. 122 (2022)
Franyell Silfa, José-María Arnau, Antonio González
E-BATCH: Energy-Efficient and High-Throughput RNN Batching. ACM Trans. Archit. Code Optim. 19 (1) (2022)
Albert Segura, José-María Arnau, Antonio González
Energy-Efficient Stream Compaction Through Filtering and Coalescing Accesses in GPGPU Memory Partitions. IEEE Trans. Computers 71 (7) (2022)
Franyell Silfa, José-María Arnau, Antonio González
Exploiting Kernel Compression on BNNs. CoRR (2022)
Franyell Silfa, José-María Arnau, Antonio González
Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme. CoRR (2022)
Dennis Pinto, José-María Arnau, Antonio González
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs. CoRR (2022)
Dennis Pinto, José-María Arnau, Antonio González
ASRPU: A Programmable Accelerator for Low-Power Automatic Speech Recognition. CoRR (2022)
Marc Riera, José-María Arnau, Antonio González
CREW: Computation Reuse and Efficient Weight Storage for Hardware-accelerated MLPs and RNNs. CoRR (2021)
Dennis Pinto, José-María Arnau, Antonio González
Exploiting Beam Search Confidence for Energy-Efficient Speech Recognition. CoRR (2021)
Raúl Taranco, José-María Arnau, Antonio González
A Low-Power Hardware Accelerator for ORB Feature Extraction in Self-Driving Cars. SBAC-PAD (2021)
Dennis Pinto, José-María Arnau, Antonio González
Design and Evaluation of an Ultra Low-power Human-quality Speech Recognition System. ACM Trans. Archit. Code Optim. 17 (4) (2020)
Albert Segura, José-María Arnau, Antonio González
Irregular Accesses Reorder Unit: Improving GPGPU Memory Coalescing for Graph-Based Workloads. CoRR (2020)
Reza Yazdani, José-María Arnau, Antonio González
LAWS: Locality-AWare Scheme for Automatic Speech Recognition. IEEE Trans. Computers 69 (8) (2020)
Franyell Silfa, José-María Arnau, Antonio González
E-BATCH: Energy-Efficient and High-Throughput RNN Batching. CoRR (2020)
Franyell Silfa, José-María Arnau, Antonio González
Boosting LSTM Performance Through Dynamic Precision Selection. HiPC (2020)
Pedro Henrique Exenberger Becker, José-María Arnau, Antonio González
Demystifying Power and Performance Bottlenecks in Autonomous Driving Systems. IISWC (2020)
Marc Riera, José-María Arnau, Antonio González
CGPA: Coarse-Grained Pruning of Activations for Energy-Efficient RNN Inference. IEEE Micro 39 (5) (2019)
Albert Segura, José-María Arnau, Antonio González
SCU: a GPU stream compaction unit for graph processing. ISCA (2019)
Franyell Silfa, Gem Dot, José-María Arnau, Antonio González
Neuron-Level Fuzzy Memoization in RNNs. MICRO (2019)
Franyell Silfa, José-María Arnau, Antonio González
Boosting LSTM Performance Through Dynamic Precision Selection. CoRR (2019)
Marc Riera, José-María Arnau, Antonio González
(Pen-) Ultimate DNN Pruning. CoRR (2019)
Reza Yazdani, José-María Arnau, Antonio González
POSTER: Leveraging Run-Time Feedback for Efficient ASR Acceleration. PACT (2019)
Reza Yazdani, José-María Arnau, Antonio González
A Low-Power, High-Performance Speech Recognition Accelerator. IEEE Trans. Computers 68 (12) (2019)
Reza Yazdani, Olatunji Ruwase, Minjia Zhang, Yuxiong He, José-María Arnau, Antonio González
LSTM-Sharp: An Adaptable, Energy-Efficient Hardware Accelerator for Long Short-Term Memory. CoRR (2019)
Hamid Tabani, José-María Arnau, Jordi Tubella, Antonio González
Performance Analysis and Optimization of Automatic Speech Recognition. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Marc Riera, José-María Arnau, Antonio González
Computation Reuse in DNNs by Exploiting Input Similarity. ISCA (2018)
Reza Yazdani, Marc Riera, José-María Arnau, Antonio González
The Dark Side of DNN Pruning. ISCA (2018)
Franyell Silfa, Gem Dot, José-María Arnau, Antonio González
E-PUR: an energy-efficient processing unit for recurrent neural networks. PACT (2018)
Hamid Tabani, José-María Arnau, Jordi Tubella, Antonio González
A Novel Register Renaming Technique for Out-of-Order Processors. HPCA (2018)
Reza Yazdani, Albert Segura, José-María Arnau, Antonio González
Low-Power Automatic Speech Recognition Through a Mobile GPU and a Viterbi Accelerator. IEEE Micro 37 (1) (2017)
Hamid Tabani, José-María Arnau, Jordi Tubella, Antonio González
An Ultra Low-Power Hardware Accelerator for Acoustic Scoring in Speech Recognition. PACT (2017)
Franyell Silfa, Gem Dot, José-María Arnau, Antonio González
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks. CoRR (2017)
Reza Yazdani, José-María Arnau, Antonio González
UNFOLD: a memory-efficient speech recognizer using on-the-fly WFST composition. MICRO (2017)
Reza Yazdani, Albert Segura, José-María Arnau, Antonio González
An ultra low-power hardware accelerator for automatic speech recognition. MICRO (2016)
José-María Arnau, Joan-Manuel Parcerisa, Polychronis Xekalakis
Eliminating redundant fragment shader executions on a mobile GPU via hardware memoization. ISCA (2014)
José-María Arnau, Joan-Manuel Parcerisa, Polychronis Xekalakis
TEAPOT: a toolset for evaluating performance, power and image quality on mobile graphics systems. ICS (2013)
José-María Arnau, Joan-Manuel Parcerisa, Polychronis Xekalakis
Parallel frame rendering: Trading responsiveness for energy on a mobile GPU. PACT (2013)
José-María Arnau, Joan-Manuel Parcerisa, Polychronis Xekalakis
Boosting mobile GPU performance with a decoupled access/execute fragment processor. ISCA (2012)