Structure and function in artificial, zebrafish and human neural networks

P Ji, Y Wang, T Peron, C Li, J Nagler, J Du - Physics of Life Reviews, 2023 - Elsevier
… of edges in a network is the edge density ρ e , calculated as(2) ρ e = … partitioning methods
reveals that those clusters of vertices … that the first full larval zebrafish connectome via electron …

Behavioral analysis and protein folding in zebrafish larvae

R Feng - 2019 - ideals.illinois.edu
… the swim bouts color‐coded by the two clusters revealed by the unsupervised clustering method
… of Figure 1.11 a, the unsupervised clustering algorithm DBSCAN (Density-based spatial …

[PDF][PDF] Dimensionality reduction reveals separate translation and rotation populations in the zebrafish hindbrain

CE Feierstein, MHM de Goeij, AD Ostrovsky, A Laborde… - Current Biology, 2023 - cell.com
… in the density plots: the central peak maps to the green cluster, … of the eyes and swimming.
We will therefore refer to this … and 5C), following the valleys in the density maps. Only ROIs for …

Clusterdv: a simple density-based clustering method that is robust, general and automatic

JC Marques, MB Orger - Bioinformatics, 2019 - academic.oup.com
… based on how deep a density valley had to be traversed to … categories in experimental
data from larval zebrafish. … datasets, such as the zebrafish swimming data, we constructed, …

[PDF][PDF] Early-life social experience shapes social avoidance reactions in larval zebrafish

AH Groneberg, JC Marques, AL Martins, RD Del Corral… - Current Biology, 2020 - cell.com
… the density distribution of positions of all other larvae relative … bout type revealed that three
of these close-range bout types (… valley clustering [84], and used k nearest neighbors (k = 50) …

[PDF][PDF] Single-cell reconstruction of emerging population activity in an entire developing circuit

Y Wan, Z Wei, LL Looger, M Koyama, S Druckmann… - Cell, 2019 - cell.com
… in the early spinal circuit, we reveal how a functioning circuit emerges … activity intact, we
injected zebrafish embryos with a custom-… LPA cell bodies clustered significantly at the segment …

[PDF][PDF] Social behavioral profiling by unsupervised deep learning reveals a stimulative effect of dopamine D3 agonists on zebrafish sociality

Y Geng, C Yates, RT Peterson - Cell Reports Methods, 2023 - cell.com
… identified regions with high datapoint density as local maxima (… Hierarchical clustering
reveals a diversity of behavioral re… map was then inverted to turn local maxima into ‘‘valleys’’. …

Simultaneous classification of neuroactive compounds in zebrafish

D Myers-Turnbull, JC Taylor, C Helsell, TA Tummino… - bioRxiv, 2020 - biorxiv.org
Zebrafish larvae and embryos have long been used to assay … ’ behavior in an effort to reveal
more compound-induced behavioral … scaffolds were present per cluster, indicating scaffold …

The Adaptor Protein 2 (AP2) complex modulates habituation and behavioral selection across multiple pathways and time windows

RZ Mouret, JP Greenbaum, HM Doll, EM Brody… - bioRxiv, 2022 - biorxiv.org
… and outside of neuronal tissues, revealing the diverse mechanisms and pathways through …
each bout type (Bout Map) 53 , that were categorized using density valley clustering (clusterdv…

Cryo-EM structure of the Mon1–Ccz1–RMC1 complex reveals molecular basis of metazoan RAB7A activation

X Yong, G Jia, Z Liu, C Zhou, J Yi… - Proceedings of the …, 2023 - National Acad Sciences
… resulting in a lower resolution density map. Based upon the … α8 inserts deeply into a
hydrophobic valley formed by Loop1, … Display job type) to split the particles into 20 clusters, and a …