[{"status":"public","supervisor":[{"orcid":"0000-0002-3937-1330","full_name":"Jösch, Maximilian A","first_name":"Maximilian A","last_name":"Jösch","id":"2BD278E6-F248-11E8-B48F-1D18A9856A87"}],"project":[{"_id":"bdaf81a8-d553-11ed-ba76-c95961984540","name":"Action Selection in the Midbrain: Neuromodulation of Visuomotor Senses","grant_number":"101086580"},{"call_identifier":"H2020","grant_number":"665385","name":"International IST Doctoral Program","_id":"2564DBCA-B435-11E9-9278-68D0E5697425"},{"name":"Circuits of Visual Attention","_id":"2634E9D2-B435-11E9-9278-68D0E5697425","grant_number":"756502","call_identifier":"H2020"}],"page":"86","corr_author":"1","degree_awarded":"PhD","year":"2024","abstract":[{"text":"Biological vision is unlike a camera; rather than transmitting light information faithfully, early\r\nvisual circuits process the visual scene to convey only the relevant information in an efficient\r\nmanner. Consequentially, the nature of this visual processing then depends on what is the\r\nrelevant information in a scene and on the notion of efficiency. In this work, I study how visual\r\nprocessing is modulated by two different variations in the visual scene. First, I discovered that\r\nin the mouse (Mus musculus) retina, Retinal Ganglion Cells in the upper and lower visual\r\nfield have differences in the center surround structure of their receptive fields. Comparison\r\nwith models of efficient coding show that this adaptation likely evolved to cope with the\r\nbrightness gradient from the sky to the ground that is pervasive in natural scenes. In the\r\nsecond project, I study how the downstream neurons in the Superior Colliculus dynamically\r\nchange their temporal selectivity depending on the ambient luminance and behavioral state.\r\nAs the scene gets darker or when the animal is is less aroused, the neuronal responses get\r\nlaggier, while still maintaining their relative timing with respect to the population. Overall, this\r\nwork emphasises the need to understand visual processing in the context of specific demands\r\nof the animal in its the environment. The adaptive changes in the visual system, from the\r\nretinal ganglion cells to the superior colliculus, highlight the intricate ways in which biological\r\nvision optimizes the processing of visual information.\r\n","lang":"eng"}],"oa":1,"file":[{"creator":"dgupta","embargo_to":"open_access","file_name":"PhD Thesis - Divyansh Gupta.zip","file_size":75512262,"date_created":"2024-11-25T14:44:03Z","date_updated":"2025-11-11T23:30:02Z","checksum":"ebb000d361c36b22ed6e639a931c6b7c","file_id":"18589","content_type":"application/zip","relation":"source_file","access_level":"closed"},{"embargo":"2025-11-11","creator":"dgupta","file_name":"PDFA_PhD_Thesis___Divyansh_Gupta-26_11_24.pdf","file_size":6412619,"date_created":"2024-11-26T11:43:19Z","date_updated":"2025-11-11T23:30:02Z","checksum":"1282401eb71598bc311058b0fcefc6a1","content_type":"application/pdf","file_id":"18591","relation":"main_file","access_level":"open_access"}],"publisher":"Institute of Science and Technology Austria","ddc":["573"],"date_published":"2024-11-22T00:00:00Z","user_id":"ba8df636-2132-11f1-aed0-ed93e2281fdd","ec_funded":1,"date_created":"2024-11-20T21:30:44Z","file_date_updated":"2025-11-11T23:30:02Z","article_processing_charge":"No","day":"22","department":[{"_id":"GradSch"},{"_id":"MaJö"}],"publication_identifier":{"isbn":["978-3-99078-050-3"],"issn":["2663-337X"]},"language":[{"iso":"eng"}],"publication_status":"published","_id":"18574","related_material":{"record":[{"relation":"part_of_dissertation","id":"12349","status":"public"},{"relation":"research_data","id":"12370","status":"public"}]},"has_accepted_license":"1","month":"11","date_updated":"2026-04-07T13:24:48Z","acknowledged_ssus":[{"_id":"Bio"},{"_id":"ScienComp"},{"_id":"PreCl"},{"_id":"LifeSc"},{"_id":"M-Shop"},{"_id":"E-Lib"}],"acknowledgement":"This work would have been impossible without the Scientific Service Units of IST Austria. The resources and expertise provided by Scientific Computing (especially Alois Schlögl), the MIBA Machine Shop (especially Todor Asenov), the Preclinical Facility (especially Freyja Langer), the Library, the Lab Support Facility and the Imaging and Optics Facility were the essential bedrock I could build upon. I would also like to thank IT support at ISTA for powering through remote work and a cyberattack.\r\nI am grateful for having been funded initially by the European Union Horizon 2020 Marie Skłodowska-Curie grant 665385 and later by Prof. Maximilian Joesch's the European Research Council Starting (756502) and Consolidator (101086580) Grants.","license":"https://creativecommons.org/licenses/by-nc-sa/4.0/","alternative_title":["ISTA Thesis"],"doi":"10.15479/at:ista:18574","OA_embargo":"12","author":[{"orcid":"0000-0001-7400-6665","id":"2A485EBE-F248-11E8-B48F-1D18A9856A87","last_name":"Gupta","first_name":"Divyansh","full_name":"Gupta, Divyansh"}],"OA_place":"publisher","title":"Visual adaptations to natural statistics","citation":{"ista":"Gupta D. 2024. Visual adaptations to natural statistics. Institute of Science and Technology Austria.","mla":"Gupta, Divyansh. <i>Visual Adaptations to Natural Statistics</i>. Institute of Science and Technology Austria, 2024, doi:<a href=\"https://doi.org/10.15479/at:ista:18574\">10.15479/at:ista:18574</a>.","ieee":"D. Gupta, “Visual adaptations to natural statistics,” Institute of Science and Technology Austria, 2024.","apa":"Gupta, D. (2024). <i>Visual adaptations to natural statistics</i>. Institute of Science and Technology Austria. <a href=\"https://doi.org/10.15479/at:ista:18574\">https://doi.org/10.15479/at:ista:18574</a>","chicago":"Gupta, Divyansh. “Visual Adaptations to Natural Statistics.” Institute of Science and Technology Austria, 2024. <a href=\"https://doi.org/10.15479/at:ista:18574\">https://doi.org/10.15479/at:ista:18574</a>.","ama":"Gupta D. Visual adaptations to natural statistics. 2024. doi:<a href=\"https://doi.org/10.15479/at:ista:18574\">10.15479/at:ista:18574</a>","short":"D. Gupta, Visual Adaptations to Natural Statistics, Institute of Science and Technology Austria, 2024."},"tmp":{"name":"Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)","short":"CC BY-NC-SA (4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","image":"/images/cc_by_nc_sa.png"},"oa_version":"Published Version","type":"dissertation"},{"volume":26,"citation":{"ista":"Gupta D, Mlynarski WF, Sumser AL, Symonova O, Svaton J, Jösch MA. 2023. Panoramic visual statistics shape retina-wide organization of receptive fields. Nature Neuroscience. 26, 606–614.","ieee":"D. Gupta, W. F. Mlynarski, A. L. Sumser, O. Symonova, J. Svaton, and M. A. Jösch, “Panoramic visual statistics shape retina-wide organization of receptive fields,” <i>Nature Neuroscience</i>, vol. 26. Springer Nature, pp. 606–614, 2023.","mla":"Gupta, Divyansh, et al. “Panoramic Visual Statistics Shape Retina-Wide Organization of Receptive Fields.” <i>Nature Neuroscience</i>, vol. 26, Springer Nature, 2023, pp. 606–14, doi:<a href=\"https://doi.org/10.1038/s41593-023-01280-0\">10.1038/s41593-023-01280-0</a>.","apa":"Gupta, D., Mlynarski, W. F., Sumser, A. L., Symonova, O., Svaton, J., &#38; Jösch, M. A. (2023). Panoramic visual statistics shape retina-wide organization of receptive fields. <i>Nature Neuroscience</i>. Springer Nature. <a href=\"https://doi.org/10.1038/s41593-023-01280-0\">https://doi.org/10.1038/s41593-023-01280-0</a>","ama":"Gupta D, Mlynarski WF, Sumser AL, Symonova O, Svaton J, Jösch MA. Panoramic visual statistics shape retina-wide organization of receptive fields. <i>Nature Neuroscience</i>. 2023;26:606-614. doi:<a href=\"https://doi.org/10.1038/s41593-023-01280-0\">10.1038/s41593-023-01280-0</a>","chicago":"Gupta, Divyansh, Wiktor F Mlynarski, Anton L Sumser, Olga Symonova, Jan Svaton, and Maximilian A Jösch. “Panoramic Visual Statistics Shape Retina-Wide Organization of Receptive Fields.” <i>Nature Neuroscience</i>. Springer Nature, 2023. <a href=\"https://doi.org/10.1038/s41593-023-01280-0\">https://doi.org/10.1038/s41593-023-01280-0</a>.","short":"D. Gupta, W.F. Mlynarski, A.L. Sumser, O. Symonova, J. Svaton, M.A. Jösch, Nature Neuroscience 26 (2023) 606–614."},"title":"Panoramic visual statistics shape retina-wide organization of receptive fields","oa_version":"Published Version","tmp":{"image":"/images/cc_by.png","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"isi":1,"type":"journal_article","doi":"10.1038/s41593-023-01280-0","acknowledgement":"We thank Hiroki Asari for sharing the dataset of naturalistic images, Anton Sumser for sharing visual stimulus code, Yoav Ben Simon for initial explorative work with the generation of AAVs, and Tomas Vega-Zuñiga for help with immunostainings. We also thank Gasper Tkacik and members of the Neuroethology group for their comments on the manuscript. This research was supported by the Scientific Service Units of IST Austria through resources provided by Scientific Computing, the Preclinical Facility, the Lab Support Facility, and the Imaging and Optics Facility. This work was supported by European Union Horizon 2020 Marie Skłodowska-Curie grant 665385 (DG), Austrian Science Fund (FWF) stand-alone grant P 34015 (WM), Human Frontiers Science Program LT000256/2018-L (AS), EMBO ALTF 1098-2017 (AS) and the European Research Council Starting Grant 756502 (MJ).","author":[{"orcid":"0000-0001-7400-6665","id":"2A485EBE-F248-11E8-B48F-1D18A9856A87","full_name":"Gupta, Divyansh","first_name":"Divyansh","last_name":"Gupta"},{"id":"358A453A-F248-11E8-B48F-1D18A9856A87","full_name":"Mlynarski, Wiktor F","first_name":"Wiktor F","last_name":"Mlynarski"},{"id":"3320A096-F248-11E8-B48F-1D18A9856A87","first_name":"Anton L","full_name":"Sumser, Anton L","last_name":"Sumser","orcid":"0000-0002-4792-1881"},{"orcid":"0000-0003-2012-9947","id":"3C0C7BC6-F248-11E8-B48F-1D18A9856A87","first_name":"Olga","full_name":"Symonova, Olga","last_name":"Symonova"},{"orcid":"0000-0002-6198-2939","id":"f7f724c3-9d6f-11ed-9f44-e5c5f3a5bee2","last_name":"Svaton","full_name":"Svaton, Jan","first_name":"Jan"},{"orcid":"0000-0002-3937-1330","last_name":"Jösch","first_name":"Maximilian A","full_name":"Jösch, Maximilian A","id":"2BD278E6-F248-11E8-B48F-1D18A9856A87"}],"month":"04","article_type":"original","publication":"Nature Neuroscience","date_updated":"2026-08-03T22:30:33Z","acknowledged_ssus":[{"_id":"ScienComp"},{"_id":"PreCl"},{"_id":"LifeSc"},{"_id":"Bio"}],"language":[{"iso":"eng"}],"_id":"12349","publication_status":"published","department":[{"_id":"GradSch"},{"_id":"MaJö"}],"day":"01","publication_identifier":{"issn":["1097-6256"],"eissn":["1546-1726"]},"has_accepted_license":"1","related_material":{"record":[{"relation":"research_data","id":"12370","status":"public"},{"status":"public","id":"18574","relation":"dissertation_contains"}]},"ddc":["570"],"pmid":1,"scopus_import":"1","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","ec_funded":1,"date_published":"2023-04-01T00:00:00Z","date_created":"2023-01-23T14:14:19Z","file_date_updated":"2023-10-04T11:40:51Z","article_processing_charge":"Yes (in subscription journal)","file":[{"file_name":"2023_NatureNeuroscience_Gupta.pdf","creator":"dernst","date_created":"2023-10-04T11:40:51Z","date_updated":"2023-10-04T11:40:51Z","file_size":6144866,"file_id":"14395","content_type":"application/pdf","checksum":"a33d91e398e548f34003170e10988368","success":1,"relation":"main_file","access_level":"open_access"}],"publisher":"Springer Nature","external_id":{"isi":["000955258300002"],"pmid":["36959418"]},"oa":1,"quality_controlled":"1","year":"2023","abstract":[{"lang":"eng","text":"Statistics of natural scenes are not uniform - their structure varies dramatically from ground to sky. It remains unknown whether these non-uniformities are reflected in the large-scale organization of the early visual system and what benefits such adaptations would confer. Here, by relying on the efficient coding hypothesis, we predict that changes in the structure of receptive fields across visual space increase the efficiency of sensory coding. We show experimentally that, in agreement with our predictions, receptive fields of retinal ganglion cells change their shape along the dorsoventral retinal axis, with a marked surround asymmetry at the visual horizon. Our work demonstrates that, according to principles of efficient coding, the panoramic structure of natural scenes is exploited by the retina across space and cell-types."}],"project":[{"name":"International IST Doctoral Program","_id":"2564DBCA-B435-11E9-9278-68D0E5697425","call_identifier":"H2020","grant_number":"665385"},{"name":"Efficient coding with biophysical realism","_id":"626c45b5-2b32-11ec-9570-e509828c1ba6","grant_number":"P34015"},{"name":"Circuits of Visual Attention","_id":"2634E9D2-B435-11E9-9278-68D0E5697425","grant_number":"756502","call_identifier":"H2020"},{"grant_number":"LT000256","name":"Neuronal networks of salience and spatial detection in the murine superior colliculus","_id":"266D407A-B435-11E9-9278-68D0E5697425"},{"name":"Connecting sensory with motor processing in the superior colliculus","_id":"264FEA02-B435-11E9-9278-68D0E5697425","grant_number":"ALTF 1098-2017"}],"status":"public","page":"606-614","corr_author":"1","intvolume":"        26"},{"_id":"12370","day":"26","department":[{"_id":"GradSch"},{"_id":"MaJö"}],"has_accepted_license":"1","related_material":{"record":[{"relation":"used_in_publication","status":"public","id":"12349"},{"id":"18574","status":"public","relation":"used_in_publication"}]},"month":"01","date_updated":"2026-08-03T22:30:33Z","acknowledged_ssus":[{"_id":"ScienComp"},{"_id":"M-Shop"},{"_id":"Bio"},{"_id":"PreCl"},{"_id":"LifeSc"}],"doi":"10.15479/AT:ISTA:12370","author":[{"orcid":"0000-0001-7400-6665","id":"2A485EBE-F248-11E8-B48F-1D18A9856A87","last_name":"Gupta","full_name":"Gupta, Divyansh","first_name":"Divyansh"},{"orcid":"0000-0002-4792-1881","id":"3320A096-F248-11E8-B48F-1D18A9856A87","last_name":"Sumser","full_name":"Sumser, Anton L","first_name":"Anton L"},{"orcid":"0000-0002-3937-1330","id":"2BD278E6-F248-11E8-B48F-1D18A9856A87","last_name":"Jösch","first_name":"Maximilian A","full_name":"Jösch, Maximilian A"}],"citation":{"ieee":"D. Gupta, A. L. Sumser, and M. A. Jösch, “Research Data for: Panoramic visual statistics shape retina-wide organization of receptive fields.” Institute of Science and Technology Austria, 2023.","mla":"Gupta, Divyansh, et al. <i>Research Data for: Panoramic Visual Statistics Shape Retina-Wide Organization of Receptive Fields</i>. Institute of Science and Technology Austria, 2023, doi:<a href=\"https://doi.org/10.15479/AT:ISTA:12370\">10.15479/AT:ISTA:12370</a>.","ista":"Gupta D, Sumser AL, Jösch MA. 2023. Research Data for: Panoramic visual statistics shape retina-wide organization of receptive fields, Institute of Science and Technology Austria, <a href=\"https://doi.org/10.15479/AT:ISTA:12370\">10.15479/AT:ISTA:12370</a>.","ama":"Gupta D, Sumser AL, Jösch MA. 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