Search Results for author:
Found 7 papers, 4 papers with code
FFTc: An MLIR Dialect for Developing HPC Fast Fourier Transform Libraries
Discrete Fourier Transform (DFT) libraries are one of the most critical software components for scientific computing.
Higgs Boson Classification: Brain-inspired BCPNN Learning with StreamBrain
One of the most promising approaches for data analysis and exploration of large data sets is Machine Learning techniques that are inspired by brain models.
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 popularity and has been used in multiple domains and application areas.
Automatic Particle Trajectory Classification in Plasma Simulations
Our overall goal is to provide a general workflow for exploring particle trajectory space and automatically classifying particle trajectories from plasma simulations in an unsupervised manner.
A Survey on Coarse-Grained Reconfigurable Architectures from a Performance Perspective
With the end of both Dennard's scaling and Moore's law, computer users and researchers are aggressively exploring alternative forms of computing in order to continue the performance scaling that we have come to enjoy.
Hardware Architecture A.1; B.0; C.1; C.3
High-Performance High-Order Stencil Computation on FPGAs Using OpenCL
We show that despite the higher computation intensity and on-chip memory requirement of such stencils compared to first-order ones, our design technique with combined spatial and temporal blocking remains effective.
Distributed, Parallel, and Cluster Computing
Combined Spatial and Temporal Blocking for High-Performance Stencil Computation on FPGAs Using OpenCL
Furthermore, we estimate that the upcoming Stratix 10 devices can achieve a performance of up to 3. 5 TFLOP/s and 1. 6 TFLOP/s for 2D and 3D stencil computation, respectively.
Distributed, Parallel, and Cluster Computing Hardware Architecture
