Company: Infoedge
Difficulty: medium
What kind of model is the most preferred for training speech recognition systems? RNN GAN Bi-Directional LSTM SVM What approaches are taken to deal with the problem of Exploding Gradient in RNN? Gradient Clipping Using Modified architectures like LSTMs or GRUs Using dropout Matrix Which of the following is FALSE about Radial Basis Function Neural Network? It resembles Recurrent Neural Networks(RNNs) which have feedback loops. It uses radial basis function as activation function. While outputting, it considers the distance of a point with respect to the center. The output given by the Radial basis function is always an absolute value. Which of the following terms are linked with weight initialization in a neural network? Xavier He Gaussian All of the above For an image classification problem, which of the following algorithm is best suited? Recurrent Neural Networks Multilayer Perceptron Convolution Neural Network All of the above Sum of the absolute differences between the coordinates