Pinned Repositories
590BCI-FinalProject
Final project for BCI class, analyzing stability and variability of ECoG recordings from M1 with data from O'Doherty et al. (2017)
bci-shape
My undergraduate thesis on the classification of shape mental imagery using a brain-computer interface
brainmagick
Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.
Braitenbug-Neuro
Models of neural and synaptic activity using Brian2. For BME503 - Computation Neuroengineering
Compressed-Sensing-Image-Recovery
Machine Learning class project, which use LASSO regression with a DCT-inspired design to recover corrupted images.
CS221_HW10
Implementing a genetic algorithm solution to the traveling salesperson problem
Linear-Modeling
A brief introduction to data exploration and creating linear models with sci-kit learn
Ridge-Regression
Exercise in comparing MSE with a KDE plot, as well as comparing Ridge regression to Linear regression
SimonForNeuro
A Windows version of the Simon memory game, built in Unreal Engine 4 with and designed to characterize auditory and visual stimulus timings for potential use in neuroscience experiments.
Tympanometer-ESP32
Microcontroller code for tympanometer
orbitalhybridization's Repositories
orbitalhybridization/590BCI-FinalProject
Final project for BCI class, analyzing stability and variability of ECoG recordings from M1 with data from O'Doherty et al. (2017)
orbitalhybridization/bci-shape
My undergraduate thesis on the classification of shape mental imagery using a brain-computer interface
orbitalhybridization/Compressed-Sensing-Image-Recovery
Machine Learning class project, which use LASSO regression with a DCT-inspired design to recover corrupted images.
orbitalhybridization/SimonForNeuro
A Windows version of the Simon memory game, built in Unreal Engine 4 with and designed to characterize auditory and visual stimulus timings for potential use in neuroscience experiments.
orbitalhybridization/Tympanometer-ESP32
Microcontroller code for tympanometer
orbitalhybridization/brainmagick
Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.
orbitalhybridization/Braitenbug-Neuro
Models of neural and synaptic activity using Brian2. For BME503 - Computation Neuroengineering
orbitalhybridization/CS221_HW10
Implementing a genetic algorithm solution to the traveling salesperson problem
orbitalhybridization/CS221_HW11
Implementing varieties of genetic algorithms to solve the traveling salesperson problem
orbitalhybridization/Linear-Modeling
A brief introduction to data exploration and creating linear models with sci-kit learn
orbitalhybridization/Ridge-Regression
Exercise in comparing MSE with a KDE plot, as well as comparing Ridge regression to Linear regression
orbitalhybridization/CS221_HW12
Running genetic algorithms in parallel using multi-threading
orbitalhybridization/CS221_HW6
Building a tree-like data structure that uses a hash table
orbitalhybridization/CS221_HW7
Extend the tree data structure to create a "forest" of trees, which are saved in a heap
orbitalhybridization/CS221_HW8
Using Adaptive Huffman Encoding to implement a compression and decompression program
orbitalhybridization/CS221_HW9
Building a random-search solution to the traveling salesperson problem
orbitalhybridization/CS382_HW10
Exploration of Dijkstra and Ford Warshall Algorithms
orbitalhybridization/CS382_Mazes
Exploring algorithms for creating mazes
orbitalhybridization/CS382_PQueue
Creating and unittesting a priority queue
orbitalhybridization/CS389_HW4
Building a network for TCP-based client-server cache access.
orbitalhybridization/CS389_HW5
Implementing a synthetic workload to measure performance of TCP-based server cache
orbitalhybridization/CS389_HW6
Maximizing cache server performance with multithreading and code optimization techniques
orbitalhybridization/CS389_HW7
micro optimization of a simple string-to-int cast
orbitalhybridization/DeepSqueak
DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research
orbitalhybridization/Duke_ECE551
Accelerated graduate-level ECE course focusing on C/C++ concepts
orbitalhybridization/ffox
Bash script for opening firefox with various flags and options
orbitalhybridization/Generating-ROCs
Exercise in generating receiver operating characteristics from various datasets containing decision statistics and decisions (0 or 1).
orbitalhybridization/MouseTracker
A computer vision package (written in Bonsai and Python) for tracking mice during behavioral experiments.
orbitalhybridization/orbitalhybridization.github.io
orbitalhybridization/stankx_splash_screen
Splash screen for local store