Real-time signal detection for brain-computer interfaces, applied to hippocampal "sharp wave-ripple" detection (relevant for neuroscience research into memory & learning). Also see here.
This is the thesis itself (LaTeX source and figures). The software written to find the results and generate the figures can be found here.