research
∙
07/14/2021
Higgs Boson Classification: Brain-inspired BCPNN Learning with StreamBrain
One of the most promising approaches for data analysis and exploration o...
share
research
∙
06/09/2021
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs
The modern deep learning method based on backpropagation has surged in p...
research
∙
06/09/2021
Benchmarking the Nvidia GPU Lineage: From Early K80 to Modern A100 with Asynchronous Memory Transfers
For many, Graphics Processing Units (GPUs) provides a source of reliable...
research
∙
08/10/2020
sputniPIC: an Implicit Particle-in-Cell Code for Multi-GPU Systems
Large-scale simulations of plasmas are essential for advancing our under...
research
∙
08/10/2020
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads
Machine Learning applications on HPC systems have been gaining popularit...
research
∙
10/21/2019
Performance Evaluation of Advanced Features in CUDA Unified Memory
CUDA Unified Memory improves the GPU programmability and also enables GP...
research
∙
08/15/2019
Automated classification of plasma regions using 3D particle energy distribution
Even though automatic classification and interpretation would be highly ...
research
∙
07/12/2019
Posit NPB: Assessing the Precision Improvement in HPC Scientific Applications
Floating-point operations can significantly impact the accuracy and perf...
research
∙
04/07/2019
Multi-GPU Acceleration of the iPIC3D Implicit Particle-in-Cell Code
iPIC3D is a widely used massively parallel Particle-in-Cell code for the...
research
∙
03/11/2019
TensorFlow Doing HPC
TensorFlow is a popular emerging open-source programming framework suppo...
research
∙
10/06/2018
