Dominic Gonschorek

@dgonschorek.bsky.social

Postdoc @EulerLab interested in visual neuroscience and machine learning. Personal website: https://www.dominic-gonschorek.com/

Excited to see the OpenRetina project out! ๐Ÿš€ A collaborative framework for training, benchmarking, and interpreting retinal neural network models across datasets and species. If you work in computational neuroscience, vision, or ML, check it out. We'd love to see the community use and extend it. ๐Ÿ‘๏ธ๐Ÿค–

Thomas Zenkel@thomaszen.bsky.social ยท 2w ago

๐Ÿ“ฃ Our paper introducing openretina, a collaborative framework for retina modelling across datasets and species, is now published as an eLife Reviewed Preprint. Paper: elifesciences.org/reviewed-pre... Code: github.com/open-retina/... Docs: open-retina.org

Check out our new preprint on how retinal inputs are organized in the mouse superior colliculus: we reveal laminar, functionally distinct response types and capture them in a deep โ€œdigital twinโ€ that predicts responses to new stimuli ๐Ÿง โœจ Preprint, code and model ๐Ÿ‘‡

Lisa Schmors@lisaschmors.bsky.social ยท 3mo ago

๐˜ž๐˜ฉ๐˜ข๐˜ต ๐˜ช๐˜ง ๐˜บ๐˜ฐ๐˜ถ ๐˜ค๐˜ฐ๐˜ถ๐˜ญ๐˜ฅ ๐˜ต๐˜ฆ๐˜ด๐˜ต ๐˜บ๐˜ฐ๐˜ถ๐˜ณ ๐˜ฉ๐˜บ๐˜ฑ๐˜ฐ๐˜ต๐˜ฉ๐˜ฆ๐˜ด๐˜ฆ๐˜ด ๐˜ท๐˜ช๐˜ณ๐˜ต๐˜ถ๐˜ข๐˜ญ๐˜ญ๐˜บ ๐˜ฃ๐˜ฆ๐˜ง๐˜ฐ๐˜ณ๐˜ฆ ๐˜ณ๐˜ถ๐˜ฏ๐˜ฏ๐˜ช๐˜ฏ๐˜จ ๐˜ข๐˜ฏ๐˜บ ๐˜ฆ๐˜น๐˜ฑ๐˜ฆ๐˜ณ๐˜ช๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต ๐˜ช๐˜ฏ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ญ๐˜ข๐˜ฃ? ๐—ก๐—ฒ๐˜„ ๐—ฝ๐—ฟ๐—ฒ๐—ฝ๐—ฟ๐—ถ๐—ป๐˜ ๐—ผ๐˜‚๐˜ ๐—ป๐—ผ๐˜„! ๐ŸŽ‰ ๐Ÿ“„ Paper: doi.org/10.64898/202... ๐Ÿ’ป Colab notebook: colab.research.google.com/drive/1k9411... ๐Ÿ—‚๏ธ Code: github.com/yongrong-qiu... (1/๐Ÿงต)

Weโ€™re excited to share ALL-GCL: a large-scale dataset of 2P Caยฒโบ imaging from 80,000+ cells in the mouse retinal ganglion cell layer, collected over 9 years. Includes rich metadata, shared stimuli & cell-type assignments designed for type-specific analyses, modeling, and ML. ๐Ÿ“„: tinyurl.com/ymn53frf

A large-scale dataset of functional mouse ganglion cell layer responses

We present the All-GCL dataset, a large-scale resource of functional two-photon Ca2+-imaging recordings with rich meta-data information from more than 80,000 cells in the ganglion cell layer (GCL) of ...

tinyurl.com

๐—ก๐—ฒ๐—ฐ๐—ฒ๐˜€๐˜€๐—ถ๐˜๐˜† ๐—ฎ๐—ป๐—ฑ ๐—ฆ๐˜‚๐—ณ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐˜† ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—ฏ๐—ฟ๐—ฎ๐—ถ๐—ป Excellent short piece about causation in the brain by @neurograce.bsky.social In a complex system talking about necessary and sufficient is not productive. www.thetransmitter.org/systems-neur...

Claims of necessity, sufficiency donโ€™t work well for studies of complex systems

Early studies on necessary and sufficient neural populations were done on simple invertebrate circuits. Does this logic work for complex outputs?

thetransmitter.org

Seeking input: A standardized nomenclature for the rods and cones of the vertebrate retina A number of us have been working on a proposal to bring various disconnected naming systems for the vertebrate rods and cones across species into alignment. The basic proposal looks like this:

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I've added a new summary to the top of the Kickstarter, thanks to the advice of the excellent @matthewkressel.net. I think what I'm seeing right now is that I may need to clarify the importance of what's been happening in neuroscience. Refining the message! www.kickstarter.com/projects/454...

AI: How We Got Hereโ€”A Neuroscience Perspective

A deep dive into the research of neuroscientists, who have uncovered a stunning way of interpreting AI progress

kickstarter.com