Sergio Barrachina - Publications, H-index & Citations

Sergio Barrachina

Universitat Jaume I

16H指数

78论文数

1.0K被引数

收录论文 12

发表时间

Deep learning inference optimisation for IoT: Conv2D-ReLU-BN layer fusion and quantisation 物联网（IoT）深度学习推理优化：Conv2D-ReLU-BN层融合与量化

JOURNAL OF SUPERCOMPUTING

IF2.7

2025-03-14

OAAI

Mestre, Jose I.; Barrachina, Sergio; Quezada, Darwin; Dolz, Manuel F.

Optimizing Convolutions for Deep Learning Inference on ARM Cortex-M Processors

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-08-01

OAAI

Macia-Lillo, Antonio; Barrachina, Sergio; Fabregat, German; Dolz, Manuel F.

Reformulating the direct convolution for high-performance deep learning inference on ARM processors

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2023-02-01

OAAI

Barrachina, Sergio; Castello, Adrian; Dolz, Manuel F.; Low, Tze Meng; Martinez, Hector; Quintana-Orti, Enrique S.; Sridhar, Upasana; Tomas, Andres E.

Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors 基于GEMM的高效可移植卷积算子，用于多核处理器上的深度神经网络训练

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2022-09-01

OAAI

Barrachina, Sergio; Dolz, Manuel F.; San Juan, Pablo; Quintana-Orti, Enrique S.

High performance and energy efficient inference for deep learning on multicore ARM processors using general optimization techniques and BLIS

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2022-04-01

OAAI

Castello, Adrian; Barrachina, Sergio; Dolz, Manuel F.; Quintana-Orti, Enrique S.; Juan, Pau San; Tomas, Andres E.

Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs

COMPUTING

IF2.8

2021-08-30

OAAI

Barrachina, Sergio; Castello, Adrian; Catalan, Mar; Dolz, Manuel F.; Mestre, Jose, I

Dynamic reconfiguration of noniterative scientific applications: A case study with HPG aligner

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2018-09-27

OAAI

Iserte, Sergio; Martinez, Hector; Barrachina, Sergio; Castillo, Maribel; Mayo, Rafael; Pena, Antonio J.

A framework for genomic sequencing on clusters of multicore and manycore processors 多核和多核处理器集群上的基因组测序框架

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2016-06-22

OAAI

Martinez, Hector; Barrachina, Sergio; Castillo, Maribel; Tarraga, Joaquin; Medina, Ignacio; Dopazo, Joaquin; Quintana-Orti, Enrique S.

Highly sensitive and ultrafast read mapping for RNA-seq analysis

DNA RESEARCH

IF2.9

2016-01-05

OAAI

Medina, I.; Tarraga, J.; Martinez, H.; Barrachina, S.; Castillo, M. I.; Paschall, J.; Salavert-Torres, J.; Blanquer-Espert, I.; Hernandez-Garcia, V.; Quintana-Orti, E. S.; Dopazo, J.

Concurrent and Accurate Short Read Mapping on Multicore Processors

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2015-09-01

OAAI

Martinez, Hector; Tarraga, Joaquin; Medina, Ignacio; Barrachina, Sergio; Castillo, Maribel; Dopazo, Joaquin; Quintana-Orti, Enrique S.

Statistical Approaches to Computer-Assisted Translation

COMPUTATIONAL LINGUISTICS

IF5.3

2009-03-01

106

OAAI

Barrachina, Sergio; Bender, Oliver; Casacuberta, Francisco; Civera, Jorge; Cubel, Elsa; Khadivi, Shahram; Lagarda, Antonio; Ney, Hermann; Tomas, Jesus; Vidal, Enrique; Vilar, Juan-Miguel

Some approaches to statistical and finite-state speech-to-speech translation

COMPUTER SPEECH AND LANGUAGE

IF3.4

2004-01-01

PREAI

Casacuberta, F; Ney, H; Och, FJ; Vidal, E; Vilar, JM; Barrachina, S; García-Varea, I; Llorens, D; Martínez, C; Molau, S; Nevado, F; Pastor, M; Picó, D; Sanchis, A

研究方向