MarmoNet Family: An Integrated Digital Multiscale Functional Brain Network Atlas Series for the Marmoset Monkey
MarmoNet 1.0
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MarmoNet 2.0
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MarmoNet 3.0
The main goal of this project is to accelerate NHP marmoset brain network research and cross-species studies, ultimately benefiting neurological disease research using marmosets as models.
This website is managed by Dr. Qiang Li. Contact me with any questions.
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MarmoNet 1.0 Family
This atlas comprises seventy-seven reliable ICNs spanning the entire marmoset brain, which can be organized into eight distinct network communities based on statistical analysis, neuroanatomical information, and visual inspection. These include the visual network (VIS, 19 ICNs), auditory network (AUD, 5 ICNs), cerebellar networks (CB, 2 ICNs), paralimbic network (PL, 10 ICNs), sensorimotor network (SM, 5 ICNs), default mode network (DMN, 8 ICNs), subcortical network (SC, 16 ICNs), and higher cognition network (HC, 13 ICNs). The related multiscale functional connectivity matrix is also illustrated.
MarmoNet 1.0 Spatial Map
MarmoNet 1.0 Multiscale Functional Connectivity
MarmoNet 1.0 Networks (click to view specific network names)
VIS
AUD
CB
PL
SC
DMN
SM
HC
Brain Viewers
MarmoNet 1.0: A Multiscale Brain Networks Atlas for Marmoset Brain
The viewer provides online access to Marmoset brain network atlases! By clicking the series buttons, you can visualize different networks.
The online viewer is powered by Papaya
Open Viewer
MarmoNet 2.0 (Ongoing)
The viewer provides online access to Refined and Precise brain network atlases for the Marmoset!
The online viewer is powered by Papaya
Open Viewer
MarmoNet 3.0 (Ongoing)
The viewer provides online access to Age Population brain network atlases for the Marmoset!
The online viewer is powered by Papaya
Open Viewer
HumanNet: A Multiscale Brain Networks Atlas for Human Brain
The viewer provides online access to Human brain network atlases! By clicking the series buttons, you can visualize different networks.
The online viewer is powered by Papaya
Open Viewer
References
[1] Qiang Li, Vince D. Calhoun. MarmoNet 1.0: A Comprehensive Digital Multiscale Functional Brain Network Atlas for the Marmoset Monkey. (2026).
[2] Qiang Li, Vince D. Calhoun, and Armin Iraji. Revealing Complex Functional Topology Brain
Network Correspondences between Humans and Marmosets. Neuroscience Letters. 822:137624 (2024).
[3] Qiang Li, Ting Xu, and Vince D. Calhoun. Functional Correspondences in the Human and
Marmoset Visual Cortex during Movie Watching: Insights from Correlation, Redundancy, and
Synergy. Brain Research. 149864 (2025).
[4] Qiang Li, Shujian Yu, Jesus Malo, Godfrey D. Pearlson, Yu-Ping Wang, Vince D. Calhoun. Higher-Order Triadic Interactions: Insights Into the Multiscale Network Organization in Schizophrenia. Human Brain Mapping. 46(16):e70399 (2025).
[5] Qiang Li, Jingyu Liu, Godfrey D. Pearlson, Jiayu Chen, Yu-Ping Wang, Jessica A. Turner, Vince D. Calhoun. Spatiotemporal Complexity in the Psychotic Brain. Molecular Psychiatry. 1-15 (2025).
[6] Qiang Li, Zening Fu, Hasse Walum, Masoud Seraji, Prerana Bajracharya, Vince D. Calhoun, Sarah Shultz, Armin Iraji. Deciphering Multiway Multiscale Brain Network Connectivity from Birth to 6 Months. Communications Biology. 9:271 (2026).
Resources
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Tri-Institutional Center for Translational Research in Neuroimaging and Data Science
(TReNDS),
Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA, USA
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Email: qli27(at)gsu(dot)edu
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© Qiang Li, 2026
Translational Research in Neuroimaging and Data Science; GSU/GATech/Emory
