output
19952024
most citedMapping the Human Body at Cellular Resolution -- The NIH Common Fund Human BioMolecular Atlas Program

690 citations

Showing 2019Show all

5 papers · 1 filter

q-bio.NC2019★ 9 cited

Decoding Neural Responses in Mouse Visual Cortex through a Deep Neural Network

Asim Iqbal, Phil Dong, Christopher M Kim +1

Finding a code to unravel the population of neural responses that leads to a distinct animal behavior has been a long-standing question in the field of neuroscience. With the recen…

stat.ML2019★ 4 cited

Inverse Ising inference from high-temperature re-weighting of observations

Junghyo Jo, Danh-Tai Hoang, Vipul Periwal

Maximum Likelihood Estimation (MLE) is the bread and butter of system inference for stochastic systems. In some generality, MLE will converge to the correct model in the infinite d…

physics.chem-ph2019★ 18 cited

Molecular free energy profiles from force spectroscopy experiments by inversion of observed committors

Roberto Covino, Michael T. Woodside, Gerhard Hummer +2

In single-molecule force spectroscopy experiments, a biomolecule is attached to a force probe via polymer linkers, and the total extension -- of molecule plus apparatus -- is monit…

q-bio.OT2019★ 690 cited

Mapping the Human Body at Cellular Resolution -- The NIH Common Fund Human BioMolecular Atlas Program

Michael P Snyder, Shin Lin, Amanda Posgai +22

Transformative technologies are enabling the construction of three dimensional (3D) maps of tissues with unprecedented spatial and molecular resolution. Over the next seven years,…

physics.data-an2019★ 15 cited

Data-driven inference of hidden nodes in networks

Danh-Tai Hoang, Junghyo Jo, Vipul Periwal

The explosion of activity in finding interactions in complex systems is driven by availability of copious observations of complex natural systems. However, such systems, e.g. the h…