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Sidharth Hulyalkar's Projects

datajoint-elements icon datajoint-elements

DataJoint Elements is a collection of curated computational workflows for neurophysiology experiments.

datajoint-utilities icon datajoint-utilities

A general purpose repository containing all generic tools/utilities surrounding the DataJoint ecosystem. These can be candidates for DataJoint plugins

depthmapping icon depthmapping

Using a Kinect camera to create a depth mapping algorithm

djbase-docker icon djbase-docker

A minimal base docker image with DataJoint Python dependencies installed.

djlab-docker icon djlab-docker

A docker image optimized for running a JupyterLab environment with DataJoint Python.

facemap icon facemap

Framework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes singular value decomposition (SVD) of behavioral videos.

neural-decoding-of-m1-neuron icon neural-decoding-of-m1-neuron

Created a novel method to augment neural spike data to build a large training set from a limited sample size. Implemented Kalman filter model to predict arm position based on neural activity, and used our augmented dataset to improve model accuracy.

np_data_validation icon np_data_validation

Tools for validating data integrity across the lifecycle of an ecephys session file

probeinterface icon probeinterface

Python package to handle probe layout, geometry and wiring to device.

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