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Deep Neural Networks Carve the Brain at its Joints
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Latent feature representation with stacked auto-encoder for AD/MCI diagnosis
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Brain Connectome Mapping of Complex Human Traits and Their Polygenic Architecture Using Machine Learning
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Evidence for Two Independent Factors that Modify Brain Networks to Meet Task Goals
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Harnessing networks and machine learning in neuropsychiatric care
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Methods for interpreting and understanding deep neural networks
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Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.04.127openalex-snapshot
The minimal preprocessing pipelines for the Human Connectome Project
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.05.041openalex-snapshot
The WU-Minn Human Connectome Project: An overview
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.03.034openalex-snapshot
ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.10.034openalex-snapshot
Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank
inferredcites →https://doi.org/10.1016/j.neuroimage.2019.02.062openalex-snapshot
Benchmarking functional connectome-based predictive models for resting-state fMRI
inferredcites →https://doi.org/10.1016/j.neuroimage.2019.07.003openalex-snapshot
The community structure of functional brain networks exhibits scale-specific patterns of inter- and intra-subject variability
inferredcites →https://doi.org/10.1016/j.neuroimage.2019.116276openalex-snapshot
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics
inferredcites →https://doi.org/10.1016/j.neuron.2010.01.001openalex-snapshot
Enhanced Brain Correlations during Rest Are Related to Memory for Recent Experiences
inferredcites →https://doi.org/10.1016/j.neuron.2016.08.031openalex-snapshot
An Upside to Reward Sensitivity: The Hippocampus Supports Enhanced Reinforcement Learning in Adolescence
inferredcites →https://doi.org/10.1016/j.neuron.2016.09.018openalex-snapshot
The Dynamics of Functional Brain Networks: Integrated Network States during Cognitive Task Performance
inferredcites →https://doi.org/10.1016/j.neuron.2018.03.035openalex-snapshot
Functional Brain Networks Are Dominated by Stable Group and Individual Factors, Not Cognitive or Daily Variation
inferredcites →https://doi.org/10.1016/j.tics.2013.09.017openalex-snapshot
The evolution of distributed association networks in the human brain
inferredcites →https://doi.org/10.1017/s0020818313000209openalex-snapshot
The Gender Citation Gap in International Relations
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Mastering the game of Go with deep neural networks and tree search
inferredcites →https://doi.org/10.1038/nm.4246openalex-snapshot
Resting-state connectivity biomarkers define neurophysiological subtypes of depression
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Learning-induced autonomy of sensorimotor systems
inferredcites →https://doi.org/10.1038/nn.4125openalex-snapshot
A positive-negative mode of population covariation links brain connectivity, demographics and behavior
inferredcites →https://doi.org/10.1038/nn.4393openalex-snapshot
Multimodal population brain imaging in the UK Biobank prospective epidemiological study
inferredcites →https://doi.org/10.1038/nprot.2016.178openalex-snapshot
Using connectome-based predictive modeling to predict individual behavior from brain connectivity
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Predicting the naturalistic course of depression from a wide range of clinical, psychological, and biological data: a machine learning approach
inferredcites →https://doi.org/10.1038/s41467-019-12764-8openalex-snapshot
Genetic mapping and evolutionary analysis of human-expanded cognitive networks
inferredcites →https://doi.org/10.1038/s41550-017-0141openalex-snapshot
Quantitative evaluation of gender bias in astronomical publications from citation counts
inferredcites →https://doi.org/10.1038/s41562-018-0420-6openalex-snapshot
A mechanistic model of connector hubs, modularity and cognition
inferredcites →https://doi.org/10.1038/s41583-018-0038-8openalex-snapshot
On the nature and use of models in network neuroscience
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Human cognition involves the dynamic integration of neural activity and neuromodulatory systems
inferredcites →https://doi.org/10.1038/s41593-020-0658-yopenalex-snapshot
The extent and drivers of gender imbalance in neuroscience reference lists
inferredcites →https://doi.org/10.1073/pnas.0503610102openalex-snapshot
Spontaneous evolution of modularity and network motifs
inferredcites →https://doi.org/10.1073/pnas.1001229107openalex-snapshot
Similar patterns of cortical expansion during human development and evolution
inferredcites →https://doi.org/10.1073/pnas.1018985108openalex-snapshot
Dynamic reconfiguration of human brain networks during learning
inferredcites →https://doi.org/10.1073/pnas.1308499110openalex-snapshot
Persistence of hippocampal multivoxel patterns into postencoding rest is related to memory
inferredcites →https://doi.org/10.1073/pnas.1322173111openalex-snapshot
Network measures predict neuropsychological outcome after brain injury
inferredcites →https://doi.org/10.1073/pnas.1510619112openalex-snapshot
The modular and integrative functional architecture of the human brain
inferredcites →https://doi.org/10.1073/pnas.1510903113openalex-snapshot
Transcriptional profiles of supragranular-enriched genes associate with corticocortical network architecture in the human brain
inferredcites →https://doi.org/10.1073/pnas.1818512116openalex-snapshot
Evolutionary expansion of connectivity between multimodal association areas in the human brain compared with chimpanzees
inferredcites →https://doi.org/10.1073/pnas.1820780116openalex-snapshot
Functional connectomics of affective and psychotic pathology
inferredcites →https://doi.org/10.1093/cercor/bhu217openalex-snapshot
Functional Specialization and Flexibility in Human Association Cortex
inferredcites →https://doi.org/10.1093/cercor/bhv260openalex-snapshot
Functional Specialization and Flexibility in Human Association Cortex
inferredcites →https://doi.org/10.1093/cercor/bhw145openalex-snapshot
Persistence of Amygdala–Hippocampal Connectivity and Multi-Voxel Correlation Structures During Awake Rest After Fear Learning Predicts Long-Term Expression of Fear
inferredcites →https://doi.org/10.1093/cercor/bhx179openalex-snapshot
Local-Global Parcellation of the Human Cerebral Cortex from Intrinsic Functional Connectivity MRI
inferredcites →https://doi.org/10.1101/355016openalex-snapshot
Non-assortative community structure in resting and task-evoked functional brain networks
inferredcites →https://doi.org/10.1109/isda.2011.6121636openalex-snapshot
Generalized Louvain method for community detection in large networks
inferredcites →https://doi.org/10.1126/science.1184819openalex-snapshot
Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
inferredcites →https://doi.org/10.1152/jn.00338.2011openalex-snapshot
The organization of the human cerebral cortex estimated by intrinsic functional connectivity
inferredcites →https://doi.org/10.1152/jn.00339.2011openalex-snapshot
The organization of the human cerebellum estimated by intrinsic functional connectivity
inferredcites →https://doi.org/10.1162/jocn_a_00222openalex-snapshot
Focal Brain Lesions to Critical Locations Cause Widespread Disruption of the Modular Organization of the Brain
inferredcites →https://doi.org/10.1162/netn_a_00082openalex-snapshot
Optimal modularity and memory capacity of neural reservoirs
inferredcites →https://doi.org/10.1212/wnl.0000000000001476openalex-snapshot
Functional brain network modularity predicts response to cognitive training after brain injury
inferredcites →https://doi.org/10.1523/jneurosci.0067-17.2017openalex-snapshot
The Human Thalamus Is an Integrative Hub for Functional Brain Networks
inferredcites →https://doi.org/10.1523/jneurosci.0185-14.2014openalex-snapshot
Transfer of Learning Relates to Intrinsic Connectivity between Hippocampus, Ventromedial Prefrontal Cortex, and Large-Scale Networks
inferredcites →https://doi.org/10.1523/jneurosci.4816-14.2015openalex-snapshot
Consolidation of Associative and Item Memory Is Related to Post-Encoding Functional Connectivity between the Ventral Tegmental Area and Different Medial Temporal Lobe Subregions during an Unrelated Task
inferredcites →https://doi.org/10.1609/icwsm.v3i1.13937openalex-snapshot
Gephi: An Open Source Software for Exploring and Manipulating Networks
inferredcites →https://doi.org/10.31234/osf.io/jcuv3openalex-snapshot
On the nature of explanations offered by network science: A perspective from and for practicing neuroscientists
inferredcites →https://doi.org/10.48550/arxiv.1708.08296openalex-snapshot
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models
inferredcites →https://doi.org/10.5281/zenodo.3672109openalex-snapshot
Gender Diversity Statement and Code Notebook v1.0
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/s10462-025-11341-4openalex-snapshot
(Ir)rationality in AI: state of the art, research challenges and open questions
inferred← citeshttps://doi.org/10.1016/j.dcn.2024.101439openalex-snapshot
Identifying developmental changes in functional brain connectivity associated with cognitive functioning in children and adolescents with ADHD
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117632openalex-snapshot
Connectome-based evidence for creative thinking as an emergent property of ordinary cognitive operations
inferred← citeshttps://doi.org/10.1016/j.nicl.2021.102584openalex-snapshot
Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis
inferred← citeshttps://doi.org/10.1073/pnas.1905334117openalex-snapshot
Performance vs. competence in human–machine comparisons
inferred← citeshttps://doi.org/10.1098/rstb.2021.0446openalex-snapshot
A rubric for human-like agents and NeuroAI
inferred← citeshttps://doi.org/10.1109/isbi53787.2023.10230347openalex-snapshot
The Nonlinear Brain: Towards Uncovering Hidden Brain Networks Using Explicitly Nonlinear Functional Interaction
inferred← citeshttps://doi.org/10.1109/isit-w61686.2024.10591762openalex-snapshot
Modeling Clinical Symptoms of Cognitive Decline in Neurodegenerative Disease as Faulty Computing
inferred← citeshttps://doi.org/10.48550/arxiv.2011.08994openalex-snapshot
Compressibility of complex networks
inferred← citeshttps://doi.org/10.51628/001c.37507openalex-snapshot
Beyond linear regression: mapping models in cognitive neuroscience should align with research goals
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