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 3 of 3 for “"MIT-BIH database"”.
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Detection Of The R-wave In Ecg Signals
… against 90 different ECG recordings from the MIT-BIH database. The Discrete Wavelet Transform (DWT) forms the heart of the algorithm providing a multi-resolution analysis of the ECG signal. The wavelet transform decomposes the ECG signal into frequency scales where the ECG characteristic …
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Electrocardiogram signal processing and classification using neural network computing
… record. All the test records are taken from the MIT-BIH Database stored in a particular CD. In this thesis, the basic knowledge of ECU diagnosis and Neural Network computing is introduced in the early chapters. The principles of the BPNN and ART network are demonstrated in the middle chapters, …
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Efficient Intelligence Towards Real-Time Precision Medicine With Systematic Pruning and Quantization
… CNNs for arrhythmia classification using the MIT-BIH Arrhythmia Database. By combining magnitude-based pruning, regularization-based pruning, filter map-based pruning, and quantization at different bit-widths (4-bit, 8-bit, 2-bit, and 1-bit), the study aims to develop a more compact and …