@mastersthesis{Mishra2020, type = {Master Thesis}, author = {Mishra, Aradhna}, title = {Comparison of convolutional neural network with standard neural networks by applying manual signal preprocessing using the example of histopathological cancer detection}, institution = {Angewandte Computer- und Bio­wissen­schaften}, year = {2020}, abstract = {Convolutional Neural network (CNN) has been one of most powerful and popular preprocessing techniques employed for image classification problems. Here, we use other signal processing techniques like Fourier transform and wavelet transform to preprocess the images in conjunction with different classifiers like MLP, LVQ, GLVQ and GMLVQ and compare its performance with CNN.}, subject = {Neuronales Netz}, language = {en} }