Super excited to see OmniMouse 🐭 released 🎉 A single model of mouse visual cortex — queryable for many different questions: • Predicting neural activity from video 📹 👉 🧠 • Predicting neural activity in one population from activity in another 🧠 👉 🧠 • Forecasting neural activity forward in time, given video, past activity, or both 📹 &🧠 👉 🧠 • Decoding behavior (gaze, pupil size, running speed) from neural activity 🧠 👉 🐁 • Predicting neural responses conditioned on behavior 📹 & 🐁 👉 🧠 This kind of multi-modal & multi-task flexibility is an exciting approach for systems neuroscience, enabling systematic in silico exploration of hypotheses about single neuron and population coding The dataset comprises >2 million neurons across 78 mice and 328 sessions of mouse visual cortex, with naturalistic and parametric stimuli alongside behavior. Both the dataset and the pretrained models are available on @huggingface 🙌 Congratulations to @KonstantinWille @pollytur1 @alexrgil14, and the wider team across the @AToliasLab, @alxecker, and @sinzlab labs and the Enigma Project /w @naturecomputes. Paper, code, data, and models in the original post 👇