User profiles for Yazan N. Billeh

Yazan Billeh

Director of Data Science, Stackline
Verified email at stackline.com
Cited by 1732

Survey of spiking in the mouse visual system reveals functional hierarchy

…, A Bernard, YN Billeh, D Brown, MA Buice, N Cain… - Nature, 2021 - nature.com
The anatomy of the mammalian visual system, from the retina to the neocortex, is organized
hierarchically 1 . However, direct observation of cellular-level functional interactions across …

Applications of biological pores in nanomedicine, sensing, and nanoelectronics

S Majd, EC Yusko, YN Billeh, MX Macrae… - Current opinion in …, 2010 - Elsevier
Biological protein pores and pore-forming peptides can generate a pathway for the flux of
ions and other charged or polar molecules across cellular membranes. In nature, these …

[PDF][PDF] Systematic integration of structural and functional data into multi-scale models of mouse primary visual cortex

YN Billeh, B Cai, SL Gratiy, K Dai, R Iyer, NW Gouwens… - Neuron, 2020 - cell.com
Structural rules underlying functional properties of cortical circuits are poorly understood. To
explore these rules systematically, we integrated information from extensive literature …

[HTML][HTML] Graph partitions and cluster synchronization in networks of oscillators

MT Schaub, N O'Clery, YN Billeh… - … Journal of Nonlinear …, 2016 - pubs.aip.org
Synchronization over networks depends strongly on the structure of the coupling between
the oscillators. When the coupling presents certain regularities, the dynamics can be coarse-…

A survey of spiking activity reveals a functional hierarchy of mouse corticothalamic visual areas

…, A Bernard, YN Billeh, D Brown, MA Buice, N Cain… - Biorxiv, 2019 - biorxiv.org
The mammalian visual system, from retina to neocortex, has been extensively studied at
both anatomical and functional levels. Anatomy indicates the cortico-thalamic system is …

[HTML][HTML] Visual physiology of the layer 4 cortical circuit in silico

A Arkhipov, NW Gouwens, YN Billeh… - PLoS computational …, 2018 - journals.plos.org
Despite advances in experimental techniques and accumulation of large datasets concerning
the composition and properties of the cortex, quantitative modeling of cortical circuits …

[HTML][HTML] Brain Modeling ToolKit: An open source software suite for multiscale modeling of brain circuits

…, SL Gratiy, YN Billeh, R Xu, B Cai, N Cain… - PLOS Computational …, 2020 - journals.plos.org
Experimental studies in neuroscience are producing data at a rapidly increasing rate, providing
exciting opportunities and formidable challenges to existing theoretical and modeling …

[HTML][HTML] BioNet: A Python interface to NEURON for modeling large-scale networks

SL Gratiy, YN Billeh, K Dai, C Mitelut, D Feng… - PLoS …, 2018 - journals.plos.org
There is a significant interest in the neuroscience community in the development of large-scale
network models that would integrate diverse sets of experimental data to help elucidate …

Learning from unexpected events in the neocortical microcircuit

CJ Gillon, JE Pina, JA Lecoq, R Ahmed, YN Billeh… - BioRxiv, 2021 - biorxiv.org
Scientists have long conjectured that the neocortex learns the structure of the environment
in a predictive, hierarchical manner. To do so, expected, predictable features are …

[HTML][HTML] The SONATA data format for efficient description of large-scale network models

K Dai, J Hernando, YN Billeh, SL Gratiy… - PLoS computational …, 2020 - journals.plos.org
Increasing availability of comprehensive experimental datasets and of high-performance
computing resources are driving rapid growth in scale, complexity, and biological realism of …