Abstract
Presentation at CyberColombia's Third HPC Summer School: Bio and Data Science Part 1 describes our work on developing a neurocomputational model inspired in specific features found in the mammalian cortex. Part 2 describes our software development efforts to build an HPC version of our work aimed at scalability on leadership class supercomputers, including a discussion of our strong and weak scaling results to date. Part 3 describes our efforts with software engineering and reproducibilty with a discussion of best practices for working with open source and hosting code, datasets, and analyses.
| Original language | American English |
|---|---|
| State | Published - Jul 29 2020 |
Keywords
- neurocomputational models
- artificial intelligence
- phonetics
- grammar
- high-performance computing
- scalability
- software engineering
- reproducible research
- cortical dynamics
- early language acquisition
- sparse distributed representations
Disciplines
- Artificial Intelligence and Robotics
- Computer Sciences
- Neuroscience and Neurobiology