Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
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Updated
Nov 1, 2021 - Python
Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
Code behind the work "Multiple Synaptic Contacts Combined with Dendritic Filtering Enhance Spatio-Temporal Pattern Recognition of Single Neurons", bioRxiv 2022
Python toolkit for Bayesian parameter inference, model calibration, and model selection using Nested Sampling
A Game Theoretic Approach For Rendering Immersive Experiences In The Metaverse
A repository for the final project in MathBio class, exploring the dynamics of natural pattern adaptation through the lens of a cellular automata model. Contains code, documentation, and resources related to the project.
Implementation of a PINN solver for biological differential equations
Sea Urchin Endomesoderm GRN Modeling and Testing of Model Behavior and Robustness under Genetic Perturbations
Bayesian inference of stochastic cellular processes with and without memory in Python.
PAR2 Activation and calcium signaling Reaction Model in PySB
A prototype of a probabilistic research model for a math professor. It is meant to simulate a white blood cell chasing a bacteria.
Python tools for image extraction & dynamical feature analysis in petridish biological systems
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