Posts
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Dissertation Project - Air Drumming System Design with LSTM Motion Detection
My dissertation project involved embedded system design, real-time signal processing, algorithm development, game development for data labelling, porting a neural network on an embedded device and more.
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Artificial Neural Network in the Analogue Domain
The computation of real-time artificial neural networks can be a bottleneck for certain applications. In this article I present my work on building an artificial neural network that operates in the analogue domain.
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Cancer Dataset Analysis - Finding Distinctive Genes
Finding the most distinctive genes that help in identifying between three types of cancer using machine learning techniques.
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Classification and Regression
Analysing Fisher scores and QDA. Finding optimal projection vectors. Analysing fitting abilities of linear regression to non-linear functions, and exploring generalisation.