LG
Logan Grosenick
neuroscienceAlgorithmsDepressionBrainSocial BehaviorBiomarkerscs.LGEmotionsfMRIImaging, Three-Dimensional
On Valency
published · living versionsW_qwe58ep4·v1 · currentpublished
The Open Connectome Project Data Cluster: Scalable Analysis and Vision for High-Throughput Neuroscience
with Randal Burns, William Gray Roncal, Dean Kleissas, Kunal Lillaney +15
1 version
Preprints & journals
59 papers in the corpus · 2007–2026Objective quality assessment for precision functional MRI data.42330956 · Lynch, Charles J, Chang, Megan, Elbau, Immanuel et al.2026 · 0 citationsNeuron. 2026
Exploring synergies: Advancing neuroscience with machine learning.40843337 · Ajirak, Marzieh, Adali, Tülay, Sanei, Saeid et al.2026 · 3 citationsSignal processing. 2026;238
Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction.42253361 · Ajirak, Marzieh, Bein, Oded, Bowen, Ellen Rose et al.2026 · 1 citationAdvances in neural information processing systems. 2025;38:68521-68549
Multimodal Representation Learning for Parsing Biological Heterogeneity in Psychiatric Neuroimaging.41763441 · Grosenick, Logan, Liston, Conor2026 · 2 citationsBiological psychiatry. 2026;99(10):862-873
Objective Quality Assessment for Precision Functional MRI Data10.64898/2026.02.10.704857v1 · Lynch, C. J., Chang, M., Elbau, I. et al.2026 · 1 citationbioRxiv
Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction2509.12227v2 · Marzieh Ajirak, Oded Bein, Ellen Rose Bowen et al.2025 · 1 citationarXiv
Socioemotional and Executive Control Mismatch in Adolescence and Risks for Initiating Drinking.40938600 · Zhao, Qingyu, Milecki, Leo, Kuceyeski, Amy et al.2025 · 3 citationsJAMA network open. 2025;8(9):e2531378
Discrete Representation Learning for Multivariate Time Series.40510730 · Ajirak, Marzieh, Elbau, Immanuel, Solomonov, Nili et al.2025 · 3 citationsProceedings of the ... European Signal Processing Conference (EUSIPCO). EUSIPCO (Conference). 2024;2024:1132-1136
EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes.40453101 · Hargrave, Mason, Spaeth, Alex, Grosenick, Logan2025 · 0 citationsAdvances in neural information processing systems. 2024;37:130536-130568
Generalizing CNNs to Graphs with Learnable Neighborhood Quantization.40453102 · Nkansah, Isaac Osafo, Gallagher, Neil, Sandilya, Ruchi et al.2025 · 1 citationAdvances in neural information processing systems. 2024;37:82318-82349
Conserved brain-wide emergence of emotional response from sensory experience in humans and mice.40440375 · Kauvar, Isaac, Richman, Ethan B, Liu, Tony X et al.2025 · 26 citationsScience (New York, N.Y.). 2025;388(6750):eadt3971
Bidirectional regulation of motor circuits using magnetogenetic gene therapy.39383230 · Unda, Santiago R, Pomeranz, Lisa E, Marongiu, Roberta et al.2024 · 18 citationsScience advances. 2024;10(41):eadp9150
Frontostriatal salience network expansion in individuals in depression.39232159 · Lynch, Charles J, Elbau, Immanuel G, Ng, Tommy et al.2024 · 288 citationsNature. 2024;633(8030):624-633
Dimensional and Categorical Solutions to Parsing Depression Heterogeneity in a Large Single-Site Sample.38280408 · Dunlop, Katharine, Grosenick, Logan, Downar, Jonathan et al.2024 · 35 citationsBiological psychiatry. 2024;96(6):422-434
Simple and Scalable Algorithms for Cluster-Aware Precision Medicine.39015742 · Buch, Amanda M, Liston, Conor, Grosenick, Logan2024 · 0 citationsProceedings of machine learning research. 2024;238:136-144
Bidirectional Regulation of Motor Circuits Using Magnetogenetic Gene Therapy10.1101/2023.07.13.548699v2 · Unda, S. R., Pomeranz, L. E., Marongiu, R. et al.2023 · 22 citationsbioRxiv
CopeNYP: a brief remote psychological intervention reduces health care workers' depression and anxiety symptoms during COVID-19 pandemic.35015344 · Solomonov, Nili, Kanellopoulos, Dora, Grosenick, Logan et al.2024 · 18 citationsWorld psychiatry : official journal of the World Psychiatric Association (WPA). 2022;21(1):155-156
The Open Connectome Project Data Cluster: Scalable Analysis and Vision for High-Throughput Neuroscience.24401992 · Burns, Randal, Roncal, William Gray, Kleissas, Dean et al.2023 · 57 citationsScientific and statistical database management : International Conference, SSDBM ... : proceedings. International Conference on Scientific and Statistical Database Management. 2013
Expansion of a frontostriatal salience network in individuals with depression10.1101/2023.08.09.551651v1 · Lynch, C. J., Elbau, I., Ng, T. et al.2023 · 23 citationsbioRxiv
Dimensional and Categorical Solutions to Parsing Depression Heterogeneity in a Large Single-Site Sample10.1101/2023.07.05.547873v1 · Dunlop, K., Grosenick, L., Downar, J. et al.2023 · 35 citationsbioRxiv
Simple and Scalable Algorithms for Cluster-Aware Precision Medicine2211.16553v3 · Amanda M. Buch, Conor Liston, Logan Grosenick2022 · 0 citationsarXiv
Regulation of social interaction in mice by a frontostriatal circuit modulated by established hierarchical relationships.37120443 · Fetcho, Robert N, Hall, Baila S, Estrin, David J et al.2023 · 32 citationsNature communications. 2023;14(1):2487
Molecular and network-level mechanisms explaining individual differences in autism spectrum disorder.36894656 · Buch, Amanda M, Vértes, Petra E, Seidlitz, Jakob et al.2023 · 165 citationsNature neuroscience. 2023;26(4):650-663
Reply to: A Closer Look at Depression Biotypes: Correspondence Relating to Grosenick et al. (2019).31926903 · Grosenick, Logan, Liston, Conor2020 · 6 citationsBiological psychiatry. Cognitive neuroscience and neuroimaging. 2020;5(5):556
Neuronal Dynamics Regulating Brain and Behavioral State Transitions.31031000 · Andalman, Aaron S, Burns, Vanessa M, Lovett-Barron, Matthew et al.2020 · 295 citationsCell. 2019;177(4):970-985.e20
Functional and Optogenetic Approaches to Discovering Stable Subtype-Specific Circuit Mechanisms in Depression.31176387 · Grosenick, Logan, Shi, Tracey C, Gunning, Faith M et al.2020 · 44 citationsBiological psychiatry. Cognitive neuroscience and neuroimaging. 2019;4(6):554-566
Erratum: Resting-state connectivity biomarkers define neurophysiological subtypes of depression.28170383 · Drysdale, Andrew T, Grosenick, Logan, Downar, Jonathan et al.2019 · 58 citationsNature medicine. 2017;23(2):264
Fast near-whole-brain imaging in adult Drosophila during responses to stimuli and behavior.30768592 · Aimon, Sophie, Katsuki, Takeo, Jia, Tongqiu et al.2019 · 183 citationsPLoS biology. 2019;17(2):e2006732
Coordinated Reductions in Excitatory Input to the Nucleus Accumbens Underlie Food Consumption.30146308 · Reed, Sean J, Lafferty, Christopher K, Mendoza, Jesse A et al.2019 · 107 citationsNeuron. 2018;99(6):1260-1273.e4
Sustained rescue of prefrontal circuit dysfunction by antidepressant-induced spine formation.30975859 · Moda-Sava, R N, Murdock, M H, Parekh, P K et al.2019 · 658 citationsScience (New York, N.Y.). 2019;364(6436)
Activation of a novel p70 S6 kinase 1-dependent intracellular cascade in the basolateral nucleus of the amygdala is required for the acquisition of extinction memory.28461701 · Huynh, T N, Santini, E, Mojica, E et al.2019 · 18 citationsMolecular psychiatry. 2018;23(6):1394-1401
Functional and Optogenetic Approaches to Discovering Stable Subtype-Specific Circuit Mechanisms in Depression10.1101/498964v1 · Grosenick, L., Shi, T. C., Gunning, F. et al.2018 · 44 citationsbioRxiv
Fast near-whole brain imaging in adult Drosophila during responses to stimuli and behavior10.1101/033803v4 · Aimon, S., Katsuki, T., Jia, T. et al.2015 · 183 citationsbioRxiv
Resting-state connectivity biomarkers define neurophysiological subtypes of depression.27918562 · Drysdale, Andrew T, Grosenick, Logan, Downar, Jonathan et al.2017 · 2,294 citationsNature medicine. 2017;23(1):28-38
Identification Of Cellular-Activity Dynamics Across Large Tissue Volumes In The Mammalian Brain10.1101/132688v1 · Grosenick, L. M., Broxton, M., Kim, C. K. et al.2017 · 23 citationsbioRxiv
Hypothalamic control of male aggression-seeking behavior.26950005 · Falkner, Annegret L, Grosenick, Logan, Davidson, Thomas J et al.2016 · 260 citationsNature neuroscience. 2016;19(4):596-604
Wirelessly powered, fully internal optogenetics for brain, spinal and peripheral circuits in mice.26280330 · Montgomery, Kate L, Yeh, Alexander J, Ho, John S et al.2016 · 581 citationsNature methods. 2015;12(10):969-74
SPED Light Sheet Microscopy: Fast Mapping of Biological System Structure and Function.26687363 · Tomer, Raju, Lovett-Barron, Matthew, Kauvar, Isaac et al.2016 · 261 citationsCell. 2015;163(7):1796-806
Prefrontal cortical regulation of brainwide circuit dynamics and reward-related behavior.26722001 · Ferenczi, Emily A, Zalocusky, Kelly A, Liston, Conor et al.2016 · 566 citationsScience (New York, N.Y.). 2016;351(6268):aac9698
Enhancing the performance of the light field microscope using wavefront coding.25322056 · Cohen, Noy, Yang, Samuel, Andalman, Aaron et al.2015 · 163 citationsOptics express. 2014;22(20):24817-39
Self-tracking Energy Transfer for Neural Stimulation in Untethered Mice1503.01493v1 · John S. Ho, Yuji Tanabe, Shrivats Mohan Iyer et al.2015 · 51 citationsarXivon Valency
Closed-loop and activity-guided optogenetic control.25856490 · Grosenick, Logan, Marshel, James H, Deisseroth, Karl2015 · 408 citationsNeuron. 2015;86(1):106-39
Natural neural projection dynamics underlying social behavior.24949967 · Gunaydin, Lisa A, Grosenick, Logan, Finkelstein, Joel C et al.2014 · 1,499 citationsCell. 2014;157(7):1535-51
Targeting cells with single vectors using multiple-feature Boolean logic.24908100 · Fenno, Lief E, Mattis, Joanna, Ramakrishnan, Charu et al.2014 · 597 citationsNature methods. 2014;11(7):763-72
Wave optics theory and 3-D deconvolution for the light field microscope.24150383 · Broxton, Michael, Grosenick, Logan, Yang, Samuel et al.2014 · 540 citationsOptics express. 2013;21(21):25418-39
Interpretable whole-brain prediction analysis with GraphNet.23298747 · Grosenick, Logan, Klingenberg, Brad, Katovich, Kiefer et al.2013 · 213 citationsNeuroImage. 2013;72:304-21
The Open Connectome Project Data Cluster: Scalable Analysis and Vision for High-Throughput Neuroscience1306.3543v2 · Randal Burns, William Gray Roncal, Dean Kleissas et al.2013 · 30 citationsarXivon Valency
Structural and molecular interrogation of intact biological systems.23575631 · Chung, Kwanghun, Wallace, Jenelle, Kim, Sung-Yon et al.2013 · 2,133 citationsNature. 2013;497(7449):332-7
A Generalized Least Squares Matrix Decomposition1102.3074v3 · Genevera I. Allen, Logan Grosenick, Jonathan Taylor2011 · 13 citationsarXiv
Optetrode: a multichannel readout for optogenetic control in freely moving mice.22138641 · Anikeeva, Polina, Andalman, Aaron S, Witten, Ilana et al.2012 · 412 citationsNature neuroscience. 2011;15(1):163-70
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