User profiles for Yazan N. Billeh
Yazan BillehDirector of Data Science, Stackline Verified email at stackline.com Cited by 1732 |
Survey of spiking in the mouse visual system reveals functional hierarchy
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 …
hierarchically 1 . However, direct observation of cellular-level functional interactions across …
Applications of biological pores in nanomedicine, sensing, and nanoelectronics
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 …
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
Structural rules underlying functional properties of cortical circuits are poorly understood. To
explore these rules systematically, we integrated information from extensive literature …
explore these rules systematically, we integrated information from extensive literature …
[HTML][HTML] Graph partitions and cluster synchronization in networks of oscillators
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-…
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
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 …
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 …
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
Experimental studies in neuroscience are producing data at a rapidly increasing rate, providing
exciting opportunities and formidable challenges to existing theoretical and modeling …
exciting opportunities and formidable challenges to existing theoretical and modeling …
[HTML][HTML] BioNet: A Python interface to NEURON for modeling large-scale networks
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 …
network models that would integrate diverse sets of experimental data to help elucidate …
Learning from unexpected events in the neocortical microcircuit
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 …
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
Increasing availability of comprehensive experimental datasets and of high-performance
computing resources are driving rapid growth in scale, complexity, and biological realism of …
computing resources are driving rapid growth in scale, complexity, and biological realism of …