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9341 Publications
2022 |Published| Journal Article | IST-REx-ID: 11420 | 
Shevchenko A, Kungurtsev V, Mondelli M. Mean-field analysis of piecewise linear solutions for wide ReLU networks. Journal of Machine Learning Research. 2022;23(130):1-55.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 11448 |
Gonzalez Somermeyer L, Fleiss A, Mishin AS, et al. Heterogeneity of the GFP fitness landscape and data-driven protein design. eLife. 2022;11. doi:10.7554/elife.75842
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2022 |Published| Conference Paper | IST-REx-ID: 12780 |
Markov I, Ramezanikebrya H, Alistarh D-A. CGX: Adaptive system support for communication-efficient deep learning. In: Proceedings of the 23rd ACM/IFIP International Middleware Conference. Association for Computing Machinery; 2022:241-254. doi:10.1145/3528535.3565248
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 17087 |
Frantar E, Singh SP, Alistarh D-A. Optimal brain compression: A framework for accurate post-training quantization and pruning. In: 36th Conference on Neural Information Processing Systems. Vol 35. ML Research Press; 2022.
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2022 |Published| Thesis | IST-REx-ID: 11196 |
Kim O. Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal neuron synapses. 2022. doi:10.15479/at:ista:11196
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2022 |Published| Thesis | IST-REx-ID: 10727 |
Metzler S. Pathogen-mediated sexual selection and immunization in ant colonies. 2022. doi:10.15479/AT:ISTA:10727
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2022 |Published| Thesis | IST-REx-ID: 11879 |
Artner C. Modulation of auxin transport via ZF proteins adjust plant response to high ambient temperature. 2022. doi:10.15479/at:ista:11879
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2022 |Published| Thesis | IST-REx-ID: 11393 |
Jevtic M. Contextual fear learning induced changes in AMPA receptor subtypes along the proximodistal axis in dorsal hippocampus. 2022. doi:10.15479/at:ista:11393
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2022 |Published| Journal Article | IST-REx-ID: 12138 |
Kravchuk V, Petrova O, Kampjut D, Wojciechowska-Bason A, Breese Z, Sazanov LA. A universal coupling mechanism of respiratory complex I. Nature. 2022;609(7928):808-814. doi:10.1038/s41586-022-05199-7
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| PubMed | Europe PMC
2022 |Published| Thesis | IST-REx-ID: 12366 |
Redchenko E. Controllable states of superconducting Qubit ensembles. 2022. doi:10.15479/at:ista:12132
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2022 |Published| Thesis | IST-REx-ID: 11932 |
Nardin M. On the encoding, transfer, and consolidation of spatial memories. 2022. doi:10.15479/at:ista:11932
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2022 |Published| Journal Article | IST-REx-ID: 12244 |
Colombo G, Cubero RJ, Kanari L, et al. A tool for mapping microglial morphology, morphOMICs, reveals brain-region and sex-dependent phenotypes. Nature Neuroscience. 2022;25(10):1379-1393. doi:10.1038/s41593-022-01167-6
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2022 |Published| Thesis | IST-REx-ID: 12378 |
Colombo G. MorphOMICs, a tool for mapping microglial morphology, reveals brain region- and sex-dependent phenotypes. 2022. doi:10.15479/at:ista:12378
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2022 |Published| Journal Article | IST-REx-ID: 10208 |
Goudarzi S, Sharif M, Karimipour F. A context-aware dimension reduction framework for trajectory and health signal analyses. Journal of Ambient Intelligence and Humanized Computing. 2022;13:2621–2635. doi:10.1007/s12652-021-03569-z
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2022 |Published| Journal Article | IST-REx-ID: 10703 |
Gaertner F, Reis-Rodrigues P, de Vries I, et al. WASp triggers mechanosensitive actin patches to facilitate immune cell migration in dense tissues. Developmental Cell. 2022;57(1):47-62.e9. doi:10.1016/j.devcel.2021.11.024
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| PubMed | Europe PMC
2022 |Published| Thesis | IST-REx-ID: 11388 |
Belohlavy S. The genetic basis of complex traits studied via analysis of evolve and resequence experiments. 2022. doi:10.15479/at:ista:11388
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2022 |Published| Thesis | IST-REx-ID: 12401 |
Tasciyan S. Role of microenvironment heterogeneity in cancer cell invasion. 2022. doi:10.15479/at:ista:12401
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2022 |Published| Journal Article | IST-REx-ID: 12080 |
Enshoji M, Miyano Y, Yoshida N, et al. Eps15/Pan1p is a master regulator of the late stages of the endocytic pathway. Journal of Cell Biology. 2022;221(10). doi:10.1083/jcb.202112138
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2022 |Published| Journal Article | IST-REx-ID: 10614 |
Belyaeva V, Wachner S, György A, et al. Fos regulates macrophage infiltration against surrounding tissue resistance by a cortical actin-based mechanism in Drosophila. PLoS Biology. 2022;20(1):e3001494. doi:10.1371/journal.pbio.3001494
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2022 |Published| Thesis | IST-REx-ID: 11193 |
Wachner S. Transcriptional regulation by Dfos and BMP-signaling support tissue invasion of Drosophila immune cells. 2022. doi:10.15479/at:ista:11193
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