📢 #Rastermap paper out now, easily explore and visualize your neural recordings 🐭🐒🐟 and ANNs 🤖 https://nature.com/articles/s41593-024-01783-4. Updates from preprint include analyses of primate data and IBL task data.

Video tutorial: https://youtu.be/oQHq7yUWn2k #Neuroscience #MachineLearning

wow, this happened within a day of announcing this #OpenSource project! thank you for sharing this @kevinbolding

Congratulations and thank you @computingnature for sharing both the source code for #Rastermap and previous #OpenData

So stoked and look forward to this becoming the norm where scientists don't have to keep reinventing the wheel in their own labs

#neuroscience #AcademicChatter @academicchatter @academicsunite

Excited to see new datasets explored with this! If you have issues, please post an issue on the #Rastermap github: https://github.com/MouseLand/rastermap/issues.

Learn more on our github: https://github.com/MouseLand/rastermap. #Rastermap is fast thanks to #python #numpy, #scipy, #numba, and #scikit-learn. The GUI is powered by #pyqt and #pyqtgraph, and supports npz, npy, mat and #nwb ophys files.

#Rastermap sorting of neurons from #ReinforcementLearning agents playing Atari games:

#Rastermap sorting of wholebrain #zebrafish activity from Chen et al, 2018:

#Rastermap sorting of #hippocampus data from Grosmark & Buzsaki, 2016:

#Rastermap finds movement-related structure in spontaneous activity in complete darkness:

#Rastermap finds single-trial sequences of neural activity in a virtual reality experiment:

You can explore your data in the graphical user interface: #Rastermap

Make your next discovery using #Rastermap, a visualization method for large-scale neural data in #python. Paper now out: https://www.biorxiv.org/content/10.1101/2023.07.25.550571v1 (CLICK ON THE GIF) #neuroscience