Title Author Hits
Paper added: On the number of linear regions of deep neural networks Written by Super User Hits: 126
Paper added: Approximation by superposition of a sigmoidal function Written by Super User Hits: 122
Paper added: Multilayer feedforward networks are universal approximators Written by Super User Hits: 146
Paper added: Compressed Sensing using Generative Models Written by Super User Hits: 206
Paper added: Deep Convolutional Neural Networks Based on Semi-Discrete Frames Written by Super User Hits: 103
Paper added: Deep Haar scattering networks Written by Super User Hits: 149
Paper added: Understanding Deep Convolutional Networks Written by Super User Hits: 303
Paper added: Stable Architectures for Deep Neural Networks Written by Super User Hits: 126
Paper added: Approximation and estimation bounds for artificial neural networks Written by Super User Hits: 132
Paper added: On the ability of neural nets to express distributions Written by Super User Hits: 166
Paper added: Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks Written by Super User Hits: 109
Paper added: Norm-Based Capacity Control in Neural Networks Written by Super User Hits: 104
Paper added: Optimal Approximation with Sparsely Connected Deep Neural Networks Written by Super User Hits: 143
Paper added: Universal approximation bounds for superpositions of a sigmoidal function Written by Super User Hits: 103
Paper added: Ridgelets: Theory and Applications Written by Super User Hits: 131
Paper added: Neural networks for localized approximation Written by Super User Hits: 101
Paper added: Deep residual learning for image recognition Written by Super User Hits: 92
Paper added: Approximation theory of the MLP model in neural networks Written by Super User Hits: 121
Paper added: Provable approximation properties for deep neural networks Written by Super User Hits: 117
Paper added: A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction Written by Super User Hits: 220
Paper added: Deep Convolutional Neural Networks on Cartoon Functions Written by Super User Hits: 112
Paper added: Energy Propagation in Deep Convolutional Neural Networks Written by Super User Hits: 134
Paper added: Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Written by Super User Hits: 128
Paper added: Networks for Approximation and Learning Written by Super User Hits: 144
Paper added: Understanding deep learning requires rethinking generalization Written by Super User Hits: 547
Paper added: Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Written by Super User Hits: 293
Paper added: Robust Large Margin Deep Neural Networks Written by Super User Hits: 304
Paper added: Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems Written by Super User Hits: 225
Paper added: Understanding Trainable Sparse Coding via Matrix Factorization Written by Super User Hits: 215
Paper added: Why are Deep Nets Reversible. A Simple Theory, With Implications for Training Written by Super User Hits: 195
Paper added: Stable Recovery of the Factors From a Deep Matrix Product and Application to Convolutional Network Written by Super User Hits: 171
Paper added: Learning Functions: When is Deep Better Than Shallow Written by Super User Hits: 225
Paper added: Convolutional Rectifier Networks as Generalized Tensor Decompositions Written by Super User Hits: 266
Paper added: Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning Written by Super User Hits: 155
Paper added: Identity Matters in Deep Learning Written by Super User Hits: 158
Paper added: Generalization and Equilibrium in Generative Adversarial Nets (GANs) Written by Super User Hits: 216
Paper added: Provable Bounds for Learning Some Deep Representations Written by Super User Hits: 250
Paper added: Gradient Descent Learns Linear Dynamical Systems Written by Super User Hits: 413
Paper added: Multilayer feedforward networks with a nonpolynomial activation function can approximate any function Written by Stephan Waeldchen Hits: 475