kenburke
Neuroscientist interested in the emergence of intelligent behavior in biological and artificial systems. Ask me about what neurons do!
Google DeepmindSan Francisco, CA
Pinned Repositories
activeSiteClustering
Compare partition and hierarchical clustering methods for analysis of enzyme active sites, with continuous integration testing.
deep-learning-traffic-lights
Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge
event_detection
Event detection through deconvolution in Igor Pro. Accompanied by GUI for hyperparameter tuning, manual intervention and visualization.
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
google-interview-university
A complete computer science study plan to become a software engineer.
hellaSort
Neuronal spike sorting GUI written in MATLAB
ising-model
Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.
linescan_experiments
Analysis and visualization of two-photon linescan experiments performed in Prairie View
synapseModel
Simplified model of neuronal synapse using Monte Carlo simulation of calcium channel activity.
UCSF-Data_Driven_Neuro
A repository to store course materials for the data-driven neuroscience in python short-course.
kenburke's Repositories
kenburke/event_detection
Event detection through deconvolution in Igor Pro. Accompanied by GUI for hyperparameter tuning, manual intervention and visualization.
kenburke/synapseModel
Simplified model of neuronal synapse using Monte Carlo simulation of calcium channel activity.
kenburke/UCSF-Data_Driven_Neuro
A repository to store course materials for the data-driven neuroscience in python short-course.
kenburke/activeSiteClustering
Compare partition and hierarchical clustering methods for analysis of enzyme active sites, with continuous integration testing.
kenburke/deep-learning-traffic-lights
Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge
kenburke/generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
kenburke/google-interview-university
A complete computer science study plan to become a software engineer.
kenburke/hellaSort
Neuronal spike sorting GUI written in MATLAB
kenburke/ising-model
Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.
kenburke/linescan_experiments
Analysis and visualization of two-photon linescan experiments performed in Prairie View
kenburke/MATLAB-Igor-Import
Export data from Igor Pro to MATLAB
kenburke/ODSC_Neural_Nets_11-04-17
Talk "Deep Learning From Scratch Using Python" to be delivered at ODSC West on November 4, 2017
kenburke/pyibt
kenburke/python-progressbar
Text progress bar library for Python
kenburke/SFN_Talk_2018
Presentation for Nanosymposium at the Society for Neuroscience conference, 2018
kenburke/sortingAlgorithms
Examine complexity of sorting algorithms in python with continuous integration testing