| Multilayer feedforward networks are universal approximators | 1989/01/01 | English | 10,083 |
| Deep learning in neural networks: An overview | 2015/01/01 | English | 8,300 |
| Framewise phoneme classification with bidirectional LSTM and other neural network architectures | 2005/07/01 | English | 2,028 |
| On the approximate realization of continuous mappings by neural networks | 1989/01/01 | English | 1,950 |
| Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks | 1990/01/01 | English | 1,069 |
| Trends in extreme learning machines: A review | 2015/01/01 | English | 1,063 |
| A systematic study of the class imbalance problem in convolutional neural networks | 2018/10/01 | English | 943 |
| MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation | 2020/01/01 | English | 866 |
| Central pattern generators for locomotion control in animals and robots: A review | 2008/05/01 | English | 818 |
| Nonlinear neural networks: Principles, mechanisms, and architectures | 1988/01/01 | English | 769 |
| Continual lifelong learning with neural networks: A review | 2019/05/01 | English | 769 |
| Recent advances in physical reservoir computing: A review | 2019/07/01 | English | 748 |
| Increased rates of convergence through learning rate adaptation | 1988/01/01 | English | 740 |
| Essentials of the self-organizing map | 2013/01/01 | English | 739 |
| Experimental demonstration of associative memory with memristive neural networks | 2010/09/01 | English | 691 |
| Optimal unsupervised learning in a single-layer linear feedforward neural network | 1989/01/01 | English | 621 |
| Modeling attention to salient proto-objects | 2006/11/01 | English | 586 |
| Global exponential stability of generalized recurrent neural networks with discrete and distributed delays | 2006/06/01 | English | 561 |
| Neural networks and principal component analysis: Learning from examples without local minima | 1989/01/01 | English | 535 |
| An introduction to neural computing | 1988/01/01 | English | 519 |
| An experimental unification of reservoir computing methods | 2007/04/01 | English | 510 |
| Neocognitron: A hierarchical neural network capable of visual pattern recognition | 1988/01/01 | English | 453 |
| Deep learning in spiking neural networks | 2019/03/01 | English | 439 |
| Analysis of hidden units in a layered network trained to classify sonar targets | 1988/01/01 | English | 435 |
| Hold your horses: A dynamic computational role for the subthalamic nucleus in decision making | 2006/10/01 | English | 430 |
| Global Mittag-Leffler stability and synchronization of memristor-based fractional-order neural networks | 2014/03/01 | English | 430 |
| Sigmoid-weighted linear units for neural network function approximation in reinforcement learning | 2018/11/01 | English | 428 |
| Error bounds for approximations with deep ReLU networks | 2017/10/01 | English | 424 |
| Growing cell structures—A self-organizing network for unsupervised and supervised learning | 1994/01/01 | English | 423 |
| Deep learning on image denoising: An overview | 2020/11/01 | English | 408 |