Finn ES, Bandettini PA. Movie-watching outperforms rest for functional connectivity-based prediction of behavior. bioRxiv, doi:

Goyal N, Moraczewski D, Bandettini PA, Finn ES, Thomas A. Computationally replicating the Smith et al. (2015) positive-negative mode linking functional connectivity and subject measures. bioRxiv, doi:

Song H, Finn ES, Rosenberg MD. Neural signatures of attentional engagement during narratives and its consequences for event memory. bioRxiv, doi:

Peer-reviewed publications


Finn ES, Huber L, Bandettini PA. (2020). Higher and deeper: Bringing layer fMRI to association cortex. Progress in Neurobiology, 101930. [pdf]

Huber L, Finn ES, Chai Y, Goebel R, Stirnberg R, Stöcker T, Marrett S, Uludag K, Kim SG, Han S, Bandettini PA, Poser BA. (2020). Layer-dependent functional connectivity methods. Progress in Neurobiology, 101835. [pdf]

Finn ES, Glerean E, Khojandi AY, Nielson D, Molfese PJ, Handwerker DA, Bandettini PA. (2020). Idiosynchrony: From shared responses to individual differences during naturalistic neuroimaging. NeuroImage, 116828. [pdf]

Huber L, Finn ES, Handwerker DA, Boenstrup M, Glen D, Kashyap S, Ivanov D, Petridou N, Marrett S, Goense J, Poser B, Bandettini PA. (2020). Sub-millimeter fMRI reveals multiple topographical digit representations that form action maps in human motor cortex. NeuroImage, 208: 116463. [pdf]

Rosenberg MD, Scheinost D, Greene AS, Avery EW, Kwon YH, Finn ES, Ramani R, Qiu M, Constable RT, Chun MM. (2020). Functional connectivity predicts changes in attention observed across minutes, days, and months. PNAS, 117: 3797-3807. [pdf]


Chen G, Taylor PA, Qu X, Molfese PJ, Bandettini PA, Cox RW, Finn ES. (2019). Untangling the Relatedness among Correlations, Part III: Inter-Subject Correlation Analysis through Bayesian Multilevel Modeling for Naturalistic Scanning. NeuroImage, 116474. [pdf]

Finn ES, Huber L, Jangraw DC, Molfese PJ, Bandettini PA. (2019). Layer-dependent activity in human prefrontal cortex during working memory. Nature Neuroscience, 22: 1687–1695. [pdf]

Lake EMR, Finn ES, Noble SM, Vanderwal T, Shen X, Rosenberg MD, Spann MN, Chun MM, Constable RT. (2019). The functional brain organization of an individual predicts measures of social abilities in autism spectrum disorder. Biological Psychiatry, 86: 315-326. [pdf]


Finn ES, Corlett PR, Chen G, Bandettini PA, Constable RT. (2018). Trait paranoia shapes inter-subject synchrony in brain activity during an ambiguous social narrative. Nature Communications, 9: 2043. [pdf]

Horien C, Noble S, Finn ES, Shen X, Scheinost D, Constable RT. (2018). Considering factors affecting the connectome-based identification process: Comment on Waller et al. NeuroImage, 169: 172-175. [pdf]


Finn ES, Scheinost D, Finn DM, Shen X, Papademetris X, Constable RT. (2017). Can brain state be manipulated to emphasize individual differences in functional connectivity? NeuroImage, 160: 140-151. [pdf]

Vanderwal T, Eilbott J, Finn ES, Craddock RC, Turnbull A, Castellanos FX. (2017). Individual differences in functional connectivity during naturalistic viewing conditions. NeuroImage, 157: 521-530. [pdf]

Rosenberg MD, Finn ES, Scheinost D, Constable RT, Chun MM. (2017). Characterizing attention with predictive network models. Trends in Cognitive Sciences 21: 290-302. [pdf]

Shen X, Finn ES, Scheinost D, Rosenberg MD, Chun MM, Papademetris X, Constable RT. (2017). Using connectome-based predictive modeling to predict individual behavior from brain connectivity. Nature Protocols 12: 506-18. [pdf]

Noble S, Scheinost D, Finn ES, Shen X, […], Cannon TD, Constable RT. (2017) Multisite reliability of MR-based functional connectivity. NeuroImage, 146: 959-970. [pdf]


Scheinost D, Tokoglu F, Shen X, Finn ES, Noble S, Papademetris X, Constable RT. (2016). Fluctuations in global brain activity are associated with changes in whole-brain connectivity of functional networks. IEEE Transactions on Biomedical Engineering, 63(12): 2540–2549. [pdf]

Pinango MM, Finn ES, Lacadie C, Constable RT. (2016). The localization of long-distance dependency components: Integrating the focal-lesion and neuroimaging record. Frontiers in Psychology, 7: article 1434. [pdf]

Finn ES, Constable RT. (2016). Individual variation in functional brain connectivity and its implications for personalized approaches to psychiatric disease. Dialogues in Clinical Neuroscience, 18(3): 277–287. [pdf]

Rosenberg MD, Zhang S, Hsu WT, Scheinost D, Finn ES, Shen X, Constable RT, Li C, Chun MM. (2016). Methylphenidate modulates functional network connectivity to enhance attention. Journal of Neuroscience, 36(37): 9547–9557. [pdf]

Rosenberg MD*, Finn ES*, Scheinost D, Shen X, Papademetris X, Constable RT, Chun MM. (2016) A neuromarker of sustained attention from whole-brain functional connectivity. Nature Neuroscience, 19: 165–171. [pdf]
*Authors contributed equally
Press coverage: NPR, Science magazine


Finn ES*, Shen X*, Scheinost D, Rosenberg MD, Huang J, Chun MM, Papademetris X, Constable RT. (2015) Functional connectome fingerprinting: Identifying individuals using patterns of brain connectivity. Nature Neuroscience, 18: 1664–1671. [pdf]
*Authors contributed equally
Press coverage: BBC, NBC, PBS, CBS, Newsweek, Scientific American, Discover, Wired, Nature News, The Scientist
Companion article for lay reader: E.S. Finn, “Brain activity is as unique – and identifying – as a fingerprint.”

Powers III AR, Ganscos MG, Finn ES, Morgan PT, Corlett PR. (2015). Ketamine-induced hallucinations. Psychopathology, 48 (6): 376-385. [pdf]

Garrison KA, Scheinost D, Finn ES, Shen X, Constable RT. (2015) The (in)stability of functional brain network measures across thresholds. NeuroImage, 118: 651-661. [pdf]

Rosenberg MD, Finn ES, Constable RT, Chun MM. (2015) Predicting moment-to-moment attentional state. NeuroImage, 114: 249-256. [pdf]

Scheinost D, Finn ES, Tokoglu F, Shen X, Papademetris X, Hampson M, Constable RT. (2015) Sex differences in normal age trajectories of functional brain networks. Human Brain Mapping, 36(4): 1524-1535. [pdf]

2014 and earlier

Finn ES, Shen X, Holahan JM, Scheinost D, Lacadie C, Papademetris X, Shaywitz SE, Shaywitz BA, Constable RT. (2014) Disruption of functional networks in dyslexia: A whole-brain, data-driven analysis of connectivity. Biological Psychiatry, 76(5): 397-404. [pdf]

Scheinost D, Shen X, Finn ES, Sinha R, Constable RT, Papademetris X. (2014) Coupled intrinsic connectivity distribution analysis: A method for exploratory connectivity analysis of paired fMRI data. PLoS ONE, 9(3): e93544. [pdf]

Constable RT, Scheinost D, Finn ES, Shen X, Hampson M, Winstanley FS, Spencer DD, Papademetris X. (2013) Potential use and challenges of functional connectivity mapping in intractable epilepsy. Frontiers in Neurology, 4 May: 39. [pdf]