645 citations · 647 across the 3 of their papers we have counts for
4 papers
NetPyNE implementation and rescaling of the Potjans-Diesmanncortical microcircuit model
Cecilia Romaro, Fernando Araujo Najman, William W Lytton +2
The Potjans-Diesmann cortical microcircuit model is a widely used model originallyimplemented in NEST. Here, we re-implemented the model using NetPyNE, a high-level Python interfac…
Multiscale modeling meets machine learning: What can we learn?
Grace C. Y. Peng, Mark Alber, Adrian Buganza Tepole +9
Machine learning is increasingly recognized as a promising technology in the biological, biomedical, and behavioral sciences. There can be no argument that this technique is incred…
Integrating Machine Learning and Multiscale Modeling: Perspectives, Challenges, and Opportunities in the Biological, Biomedical, and Behavioral Sciences
Mark Alber, Adrian Buganza Tepole, William Cannon +8
Fueled by breakthrough technology developments, the biological, biomedical, and behavioral sciences are now collecting more data than ever before. There is a critical need for time…
The Spectrum of Mechanism-oriented Models for Explanations of Biological Phenomena
C. Anthony Hunt, Ahmet Erdemir, Feilim Mac Gabhann +4
Within the diverse interdisciplinary life sciences domains, semantic, workflow, and methodological ambiguities can prevent the appreciation of explanations of phenomena, handicap t…