Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences von Alber, Mark, Buganza Tepole, Adrian, Cannon, William R., De, Suvranu, Dura-Bernal, Salvador, Garikipati, Krishna, Karniadakis, George, Lytton, William W., Perdikaris, Paris, Petzold, Linda, Kuhl, Ellen

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Computer modelling of epilepsy von Lytton, William W

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Credible practice of modeling and simulation in healthcare: ten rules from a multidisciplinary perspective von Erdemir, Ahmet, Horner, Marc, Morrison, Tina, Peng, Grace C. Y., Vadigepalli, Rajanikanth, Lytton, William W., Myers, Jerry G

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Multiscale Computer Model of the Spinal Dorsal Horn Reveals Changes in Network Processing Associated with Chronic Pain von Medlock, Laura, Sekiguchi, Kazutaka, Hong, Sungho, Dura-Bernal, Salvador, Lytton, William W, Prescott, Steven A

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Unpacking the multimodal, multi‐scale data of the fast and slow lanes of the cardiac vagus through computational modelling von Gee, Michelle M., Hornung, Eden, Gupta, Suranjana, Newton, Adam J. H., Cheng, Zixi (Jack), Lytton, William W., Lenhoff, Abraham M., Schwaber, James S., Vadigepalli, Rajanikanth

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Biophysical Models of Minipig Right Atrial Ganglionic Plexus Principal Neurons Identified from Transcriptomics Data von Gupta, Suranjana, Feldman, Jessica M., Newton, Adam J. H., Kuttippurathu, Lakshmi, Moss, Alison, Schwaber, James S., Vadigepalli, Rajanikanth, Lytton, William W.

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Embedded ensemble encoding hypothesis: The role of the “Prepared” cell von Antic, Srdjan D., Hines, Michael, Lytton, William W.

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Multiscale model of primary motor cortex circuits predicts in vivo cell-type-specific, behavioral state-dependent dynamics von Dura-Bernal, Salvador, Neymotin, Samuel A., Suter, Benjamin A., Dacre, Joshua, Moreira, Joao V.S., Urdapilleta, Eugenio, Schiemann, Julia, Duguid, Ian, Shepherd, Gordon M.G., Lytton, William W.

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Training a spiking neuronal network model of visual-motor cortex to play a virtual racket-ball game using reinforcement learning von Anwar, Haroon, Caby, Simon, Dura-Bernal, Salvador, D'Onofrio, David, Hasegan, Daniel, Deible, Matt, Grunblatt, Sara, Chadderdon, George L, Kerr, Cliff C, Lakatos, Peter, Lytton, William W, Hazan, Hananel, Neymotin, Samuel A

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Data-driven multiscale model of macaque auditory thalamocortical circuits reproduces in vivo dynamics von Dura-Bernal, Salvador, Griffith, Erica Y., Barczak, Annamaria, O’Connell, Monica N., McGinnis, Tammy, Moreira, Joao V.S., Schroeder, Charles E., Lytton, William W., Lakatos, Peter, Neymotin, Samuel A.

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Effects of Ih and TASK-like shunting current on dendritic impedance in layer 5 pyramidal-tract neurons von Kelley, Craig, Dura-Bernal, Salvador, Neymotin, Samuel A, Antic, Srdjan D, Carnevale, Nicholas T, Migliore, Michele, Lytton, William W

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Simulations predict differing phase responses to excitation vs. inhibition in theta-resonant pyramidal neurons von Kelley, Craig, Antic, Srdjan D, Carnevale, Nicholas T, Kubie, John L, Lytton, William W

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Effects of I h and TASK-like shunting current on dendritic impedance in layer 5 pyramidal-tract neurons von Kelley, Craig, Dura-Bernal, Salvador, Neymotin, Samuel A, Antic, Srdjan D, Carnevale, Nicholas T, Migliore, Michele, Lytton, William W

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Large-scale biophysically detailed model of somatosensory thalamocortical circuits in NetPyNE von Borges, Fernando S, Moreira, Joao V S, Takarabe, Lavinia M, Lytton, William W, Dura-Bernal, Salvador

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Computers, causality and cure in epilepsy von Lytton, William W

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NetPyNE Implementation and Scaling of the Potjans-Diesmann Cortical Microcircuit Model von Romaro, Cecilia, Najman, Fernando Araujo, Lytton, William W., Roque, Antonio C., Dura-Bernal, Salvador

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GPT-4 Performance for Neurologic Localization von Lee, Jung-Hyun, Choi, Eunhee, McDougal, Robert, Lytton, William W

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Modeling pathogenesis and treatment response in childhood absence epilepsy von Knox, Andrew T., Glauser, Tracy, Tenney, Jeffrey, Lytton, William W., Holland, Katherine

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Ketamine disrupts θ modulation of γ in a computer model of hippocampus von Neymotin, Samuel A, Lazarewicz, Maciej T, Sherif, Mohamed, Contreras, Diego, Finkel, Leif H, Lytton, William W

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Credibility, Replicability, and Reproducibility in Simulation for Biomedicine and Clinical Applications in Neuroscience von Mulugeta, Lealem, Drach, Andrew, Erdemir, Ahmet, Hunt, C A, Horner, Marc, Ku, Joy P, Myers, Jr, Jerry G, Vadigepalli, Rajanikanth, Lytton, William W

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