Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Spike sorting algorithm"”.
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Methods for Ripple Detection and Spike Sorting During Hippocampal Replay
… during ripples. This necessitates online algorithms for both spike sorting and ripple detection at low latencies. In my work, I have developed and tested an improved method for ripple detection and tested its performance against previous methods. Further, I have optimized a recently …
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A Bayesian Approach to Spike Sorting of Neural Data via Source Localization
This dissertation describes a novel mathematical algorithm for extracting spike data and positional information from extracellular electrophysiological neural recordings. By capturing the electrical signals emitted by individual neurons using a thin, conducting probe inserted into the brain of an …
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Representation Learning on Large-Scale Neural and Healthcare Data: A Practitioner’s Perspective
… machine learning (ML) and deep learning (DL) algorithms, to address challenges emerged in various fields. A key step to solve ML/DL tasks is to find a good data representation by mapping input data into a feature space where representations can entangle or disentangle the different explanatory …
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Graphene Brain on a Chip Platform for the Study of Neurodegeneration
… model was used to classify the neuronal spikes and analyse the imaging and electrophysiology data. Using U18666A to induce Niemann-Pick disease type C, the graphene MEAs and methodology for simultaneous imaging and electrophysiology were validated. It was found that U18666A had a …