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Ian Jackson's Projects

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Final project for BCI class, analyzing stability and variability of ECoG recordings from M1 with data from O'Doherty et al. (2017)

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My undergraduate thesis on the classification of shape mental imagery using a brain-computer interface

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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.

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Models of neural and synaptic activity using Brian2. For BME503 - Computation Neuroengineering

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Implementing a genetic algorithm solution to the traveling salesperson problem

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Implementing varieties of genetic algorithms to solve the traveling salesperson problem

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Running genetic algorithms in parallel using multi-threading

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Building a tree-like data structure that uses a hash table

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Extend the tree data structure to create a "forest" of trees, which are saved in a heap

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Using Adaptive Huffman Encoding to implement a compression and decompression program

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Building a random-search solution to the traveling salesperson problem

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Exploration of Dijkstra and Ford Warshall Algorithms

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CS389 (Computer Systems) HW0 - Python/C++ Benchmarking

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Building a network for TCP-based client-server cache access.

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Implementing a synthetic workload to measure performance of TCP-based server cache

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Maximizing cache server performance with multithreading and code optimization techniques

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micro optimization of a simple string-to-int cast

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DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research

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Accelerated graduate-level ECE course focusing on C/C++ concepts

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Bash script for opening firefox with various flags and options

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Exercise in generating receiver operating characteristics from various datasets containing decision statistics and decisions (0 or 1).

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A brief introduction to data exploration and creating linear models with sci-kit learn

mousetracker icon mousetracker

A computer vision package (written in Bonsai and Python) for tracking mice during behavioral experiments.

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