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Assistant Professor in Psychiatry & Behavior Sciences at University of Washington
DeepSqueak. DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research
fishFinder. MATLAB
3DMorph. 3DMorph is a MATLAB-based script that analyzes microglia morphology from 3D data. Outputs include cell and territorial volume, branch length, and number of branch and end points.
CaGraph. Application of graph theory to summarize network behavior of neurons recorded using calcium fluorescence imaging.
SML_EMG. Supervised Machine Learning for Unfiltered EMG Recordings
DeepAcoustics. DeepAcoustics: Deep Learning Tool for Marine & Terrestrial Bioacoustic Data
dotdotdot. Example vignette for dotdotdot software
pMAT. Fiber Photometry Modular Analysis Tool Suite
VocalMat. Analysis of ultrasonic vocalizations from mice using computer vision and machine learning
simba. SimBA (Simple Behavioral Analysis), a pipeline and GUI for developing supervised behavioral classifiers
DeepSqueak. Fork of DeepSqueak for call screening
awesome-matlab. A curated list of awesome Matlab frameworks, libraries and software.
Surgery-G-Codes. G-codes for the stereotaxic robot
shap. A game theoretic approach to explain the output of any machine learning model.