Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment
Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment
About this item
Full title
Author / Creator
Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
Formats
Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
Subjects
More information
Scope and Contents
Contents
This paper describes a scalable active learning pipeline prototype for large-scale brain mapping that leverages high performance computing power. It enables high-throughput evaluation of algorithm results, which, after human review, are used for iterative machine learning model training. Image processing and machine learning are performed in a batc...
Alternative Titles
Full title
Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2418458434
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2418458434
Other Identifiers
E-ISSN
2331-8422
