output
20082025
most citedMLlib: Machine Learning in Apache Spark

961 citations

Showing 2020Show all

5 papers · 1 filter

q-bio.OT2020★ 1 cited

Neuromatch Academy: Teaching Computational Neuroscience with global accessibility

Tara van Viegen, Athena Akrami, Kate Bonnen +32

Neuromatch Academy designed and ran a fully online 3-week Computational Neuroscience summer school for 1757 students with 191 teaching assistants working in virtual inverted (or fl…

q-bio.NC2020★ 26 cited

Geometric framework to predict structure from function in neural networks

Tirthabir Biswas, James E. Fitzgerald

Neural computation in biological and artificial networks relies on the nonlinear summation of many inputs. The structural connectivity matrix of synaptic weights between neurons is…

physics.soc-ph2020★ 1 cited

Probability-turbulence divergence: A tunable allotaxonometric instrument for comparing heavy-tailed categorical distributions

P. S. Dodds, J. R. Minot, M. V. Arnold +4

Real-world complex systems often comprise many distinct types of elements as well as many more types of networked interactions between elements. When the relative abundances of typ…

q-bio.PE2020★ 7 cited

A framework for studying behavioral evolution by reconstructing ancestral repertoires

Damián G. Hernández, Catalina Rivera, Jessica Cande +3

Although extensive behavioral changes often exist between closely related animal species, our understanding of the genetic basis underlying the evolution of behavior has remained l…

q-bio.TO2020★ 34 cited

Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection

Allison Koenecke, Michael Powell, Ruoxuan Xiong +22

In severe viral pneumonia, including Coronavirus disease 2019 (COVID-19), the viral replication phase is often followed by hyperinflammation, which can lead to acute respiratory di…