Dataset: WormNeuroAtlas
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White_A White_L4 White_whole Varshney Bentley2016_MA Bentley2016_PEP Cook2019Herm Cook2019Male Cook2020 Brittin2021 Witvliet1 Witvliet2 Witvliet3 Witvliet4 Witvliet5 Witvliet6 Witvliet7 Witvliet8 WormNeuroAtlas Randi2023 RipollSanchezShortRange RipollSanchezMidRange RipollSanchezLongRange Yim2024 Yim2024NonNorm Wang2024Herm Wang2024Male OpenWormUnified Test SSData UpdSSData UpdSSData2 GleesonModel OlivaresModel
Dataset taken from Randi et al. 2023. Data from the WormNeuroAtlas package for neuronal connectivity. Python Reader: WormNeuroAtlasReader
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Raw Data - Neurons - Pharynx - Social Network - Escape Response Circuit - Cook 2019 Fig 3 - BrainMap A - BrainMap B - Locomotion 1 - Locomotion 2 - Locomotion 3 - Peptidergic Hubs - Nonpharyngeal Neurons (herm) - Sensory Neurons (somatic) - Motor Neurons (somatic) - Motor Neurons and muscles - Interneurons (somatic) -
A view of the dataset in a three-layer, modular residual network architecture as in Figure 4a of Brittin et al. 2021
BrainMap A (BrainmapA)
A view of the dataset in a three-layer, modular residual network architecture as in Figure 4a of Brittin et al. 2021
| Connection type | Total size | Values present | Nodes with pre connections | Nodes with post connections |
|---|---|---|---|---|
| Chemical | (15, 15) matrix | 158 non-zero entries 14 nodes with self-connections Avg. weight: 164.506329 Sum of weights: 25992.0 |
Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC | Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC |
| Electrical | (15, 15) matrix | 110 non-zero entries 14 nodes with self-connections Matrix is symmetric with 62 unique pairs Avg. weight: 43.963636 Sum of weights: 4836.0 |
Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC | Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC |
| Acetylcholine | (15, 15) matrix | 93 non-zero entries 10 nodes with self-connections Avg. weight: 115.913978 Sum of weights: 10780.0 |
Head/neck, L1_Anterior, L1_Taxis, L2_Anterior, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, Pharynx, VNC | Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC |
| GABA | (15, 15) matrix | 39 non-zero entries 5 nodes with self-connections Avg. weight: 55.384615 Sum of weights: 2160.0 |
L2_Avoidance, L3_Anterior, L3_LatSub, L3_Taxis, VNC | Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, VNC |
| Glutamate | (15, 15) matrix | 87 non-zero entries 9 nodes with self-connections Avg. weight: 114.264368 Sum of weights: 9941.0 |
L1_Anterior, L1_Avoidance, L1_Taxis, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx | Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC |
| OtherChemicalNT | (15, 15) matrix | 77 non-zero entries 7 nodes with self-connections Avg. weight: 40.402597 Sum of weights: 3111.0 |
L1_Anterior, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L3_Avoidance, L3_LatSub, Pharynx | Head/neck, L1_Anterior, L1_Avoidance, L1_Lateral, L1_Taxis, L2_Anterior, L2_Avoidance, L2_LatSub, L2_Taxis, L3_Anterior, L3_Avoidance, L3_LatSub, L3_Taxis, Pharynx, VNC |