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Now showing items 251-257 of 257
On the Rank of Random, Symmetric Matrices over Z_2 via Random Graphs
(Georgia Institute of Technology, 2022-05)
It is well-known that the game of \textit{Lights Out} on a graph $G$ with $|V(G)| = n$ is universally solvable if and only if the sum of the adjacency matrix of $G$ and the identity matrix $I_{n}$ is invertible over $\Z_2$. ...
Learning Neural Networks That Can Sort
(Georgia Institute of Technology, 2020-12)
This thesis analyzes how neural networks can learn parallel sorting algorithms such as bitonic sorting networks. We discussed how neural networks perform at sorting when given no information or constraints about the allowable ...
Gamma-frequency entrainment using audiovisual 40 Hz flicker
(Georgia Institute of Technology, 2021-05)
Neural oscillations, or brain waves, are endogenous rhythms of synchronized electrical activity that are the result of communication between large groups of cortical and/or subcortical neurons. Using entrainment methodologies, ...
Machine Learning based Procedural Content Generation in Semantic Choreography
(Georgia Institute of Technology, 2020-05)
BeatMania is a rhythm-action game where players press buttons in response to keysound events to generate music. Rhythm-action game charts (the sequence of keysound events) have traditionally been human authored, since each ...
The Effects of Ocean Acidification on Molt Rate and Carapace Area in Juvenile Dungeness Crabs (Cancer magister)
(Georgia Institute of Technology, 2020-05)
Ocean acidification, the consequence of atmospheric CO2 dissolving in the ocean to form carbonic acid, is rapidly intensifying. A wealth of marine wildlife is known to be vulnerable to the expected drop in pH, including a ...
Effect of Boosting on Adversarial Robustness
(Georgia Institute of Technology, 2021-05)
In this paper I explore the relationship between boosting and neural networks. We see that our adaptation of ADABOOST.MM for neural networks results in a consistent increase in accuracy, in the nonadversarial setting. ...
Model Analysis Tool for Sign Language Video Recognition and other HAR Tasks
(Georgia Institute of Technology, 2022-05)
Currently, over 95% of deaf children are born to hearing parents, many of whom do not learn sign language. Lack of communication between deaf children and their parents can lead to language deprivation syndrome (LDS), where ...