Essays about: "Continuous Wavelet Transform"
Showing result 1 - 5 of 9 essays containing the words Continuous Wavelet Transform.
-
1. Unsupervised Detection of Interictal Epileptiform Discharges in Routine Scalp EEG : Machine Learning Assisted Epilepsy Diagnosis
University essay from Uppsala universitet/Avdelningen Vi3Abstract : Epilepsy affects more than 50 million people and is one of the most prevalent neurological disorders and has a high impact on the quality of life of those suffering from it. However, 70% of epilepsy patients can live seizure free with proper diagnosis and treatment. Patients are evaluated using scalp EEG recordings which is cheap and non-invasive. READ MORE
-
2. Frequency analysis of whisker movement in mouse models of Parkinson's disease
University essay from KTH/DatavetenskapAbstract : As the life expectancy in the world increases, so does the prevalence of many age-related diseases. One such disease is Parkinson’s disease (PD) which is a neurological disease that affects patients through tremors, muscle stiffness and has an inhibitory effect on movement. READ MORE
-
3. Transfer learning techniques in time series analysis
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Deep learning works best with vast andd well-distributed data collections. However, collecting and annotating large data sets can be very time-consuming and expensive. Moreover, deep learning is specific to domain knowledge, even with data and computation. E. READ MORE
-
4. Digital Signal Characterization for Seizure Detection Using Frequency Domain Analysis
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Nowadays, a significant proportion of the population in the world is affected by cerebral diseases like epilepsy. In this study, frequency domain features of electroencephalography (EEG) signals were studied and analyzed, with a view being able to detect epileptic seizures more easily. READ MORE
-
5. An Application of the Continuous Wavelet Transform to Financial Time Series
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Wavelet theory, which shares fundamental concepts with windowed Fourier analysis, introduces the notion of scale in an effort to aid in joint time-frequency analysis. Having century-old roots, much of the essential research on the subject of wavelets was conducted during the 1970s and 1980s. READ MORE