Abstract: Convolutional neural networks (CNNs) have shown impressive performance in hyperspectral image (HSI) classification. However, these deep learning methods still face two major challenges. One ...

Learn how forward propagation works in neural networks using Python! This tutorial explains the process of passing inputs through layers, calculating activations, and preparing data for ...

Abstract: This paper presents a new method for the classification of induction machine faults. The method is composed of two steps: feature extraction and classification. Feature extraction is based ...

self.weight = np.asmatrix(rng.normal(0, 0.5, (self.units, back_units))) self.bias = np.asmatrix(rng.normal(0, 0.5, self.units)).T ...

Worldwide breast cancer is the most common form of cancer death occurring in 12.6% of women. This paper presents a cost effective approach to classify the normal, malignant and benign tumor using two ...