Text · dataset · 2023
EEG MEMD performance benchmark single GPU
Listed in CKAN @ IoT Lab
This data set contains execution time benchmark results for the GPU implementation of the Multivariate Empirical Mode Decomposition algorithm, which is a novel method to perform time-frequency decomposition of non-stationary multi-channel signals.
Description
The benchmarks used single GPUs (V100 and other GPUs) and varied the number of electrodes, the length of the measurement data and the number of the used direction vectors. The benchmark programs were written in CUDA 10.2.
In addition to the total execution time, the speedup is also calculated, showing the performance improvement compared to a CPU-based MATLAB implementation.
Links
Get the data
- MEMD performance analysis results slices-sc.eu/wp-content/uploads/2023/12/GPU-Implementation-of-the-Improved-… ↗
download · from ckan iotlab com
Where it is published
- CKAN @ IoT Lab dataset page ckan.iotlab.com/dataset/eeg-memd-performance-benchmark-single-gpu ↗
landing page · from ckan iotlab com
Catalogue records · 1
- CKAN API ckan.iotlab.com/api/3/action/package_show?id=76a0fd41-ec00-4ba0-9531-bde957bf4… ↗
metadata API · from ckan iotlab com
Topics
- From keywords
- Computer Science & AI · Engineering
- Inferred from text
- Communications engineering 69%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CKAN @ IoT Lab | 76a0fd41-ec00-4ba0-9531-bde957bf4a62 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].anzsrc:group:4006 | enrichment · ckan iotlab com | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:computer-science-ai | mapping · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| created_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| description | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | /notes |
| license_text | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| publication_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| title | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | /title |
| updated_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 |