Title Author Hits
Paper added: On the number of linear regions of deep neural networks Written by Super User Hits: 109
Paper added: Approximation by superposition of a sigmoidal function Written by Super User Hits: 103
Paper added: Multilayer feedforward networks are universal approximators Written by Super User Hits: 128
Paper added: Compressed Sensing using Generative Models Written by Super User Hits: 192
Paper added: Deep Convolutional Neural Networks Based on Semi-Discrete Frames Written by Super User Hits: 93
Paper added: Deep Haar scattering networks Written by Super User Hits: 130
Paper added: Understanding Deep Convolutional Networks Written by Super User Hits: 289
Paper added: Stable Architectures for Deep Neural Networks Written by Super User Hits: 112
Paper added: Approximation and estimation bounds for artificial neural networks Written by Super User Hits: 121
Paper added: On the ability of neural nets to express distributions Written by Super User Hits: 144
Paper added: Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks Written by Super User Hits: 93
Paper added: Norm-Based Capacity Control in Neural Networks Written by Super User Hits: 96
Paper added: Optimal Approximation with Sparsely Connected Deep Neural Networks Written by Super User Hits: 135
Paper added: Universal approximation bounds for superpositions of a sigmoidal function Written by Super User Hits: 88
Paper added: Ridgelets: Theory and Applications Written by Super User Hits: 116
Paper added: Neural networks for localized approximation Written by Super User Hits: 94
Paper added: Deep residual learning for image recognition Written by Super User Hits: 81
Paper added: Approximation theory of the MLP model in neural networks Written by Super User Hits: 116
Paper added: Provable approximation properties for deep neural networks Written by Super User Hits: 103
Paper added: A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction Written by Super User Hits: 196
Paper added: Deep Convolutional Neural Networks on Cartoon Functions Written by Super User Hits: 102
Paper added: Energy Propagation in Deep Convolutional Neural Networks Written by Super User Hits: 119
Paper added: Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Written by Super User Hits: 113
Paper added: Networks for Approximation and Learning Written by Super User Hits: 130
Paper added: Understanding deep learning requires rethinking generalization Written by Super User Hits: 508
Paper added: Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Written by Super User Hits: 262
Paper added: Robust Large Margin Deep Neural Networks Written by Super User Hits: 261
Paper added: Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems Written by Super User Hits: 191
Paper added: Understanding Trainable Sparse Coding via Matrix Factorization Written by Super User Hits: 187
Paper added: Why are Deep Nets Reversible. A Simple Theory, With Implications for Training Written by Super User Hits: 173
Paper added: Stable Recovery of the Factors From a Deep Matrix Product and Application to Convolutional Network Written by Super User Hits: 151
Paper added: Learning Functions: When is Deep Better Than Shallow Written by Super User Hits: 200
Paper added: Convolutional Rectifier Networks as Generalized Tensor Decompositions Written by Super User Hits: 238
Paper added: Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning Written by Super User Hits: 126
Paper added: Identity Matters in Deep Learning Written by Super User Hits: 129
Paper added: Generalization and Equilibrium in Generative Adversarial Nets (GANs) Written by Super User Hits: 187
Paper added: Provable Bounds for Learning Some Deep Representations Written by Super User Hits: 223
Paper added: Gradient Descent Learns Linear Dynamical Systems Written by Super User Hits: 372
Paper added: Multilayer feedforward networks with a nonpolynomial activation function can approximate any function Written by Stephan Waeldchen Hits: 417