Browsing Engineering (Faculty of) by Subject "Neural networks"
Now showing items 1-5 of 5
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Cancer Classification in Human Brain and Prostate Using Raman Spectroscopy and Machine Learning
(University of Waterloo, 2017-09-27)Real-time assisted classification of cancerous and healthy human tissue is useful to surgeons since visual classification of cancer boundaries is almost impossible to the naked eye. Raman spectroscopy can be used to ... -
Neural Network Classifiers for Human Tissue Classification in NIR Biomedical Multispectral Imaging
(University of Waterloo, 2018-06-11)Near infrared imaging (NIR) is an imaging modality that has gained traction for solving biomedical problems in recent years. By leveraging the NIR spectrum, multiple spectra from the NIR range can be used to extract ... -
Neural networks for dimensionality reduction of fluorescence spectra and prediction of drinking water disinfection by-products
(Elsevier, 2018-06-01)The use of fluorescence data coupled with neural networks for improved predictability of drinking water disinfection by-products (DBPs) was investigated. Novel application of autoencoders to process high-dimensional ... -
Neural Plausibility of Bayesian Inference
(University of Waterloo, 2018-07-31)Behavioral studies have shown that humans account for uncertainty in a way that is nearly optimal in the Bayesian sense. Probabilistic models based on Bayes' theorem have been widely used for understanding human cognition, ... -
Thermal Management in Laminated Die Systems Using Neural Networks
(University of Waterloo, 2011-09-08)The thermal control of a die is crucial for the development of high efficiency injection moulds. For successful thermal management, this research provides an effective control strategy to find sensor locations, identify ...