Title	Publication Date	Language	Citations
Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition	2012/08/01	English	406
Multi-column deep neural network for traffic sign classification	2012/08/01	English	398
Optimization and applications of echo state networks with leaky- integrator neurons	2007/04/01	English	396
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance	2008/03/01	English	375
Learning and inference in the brain	2003/11/01	English	367
Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems	2009/04/01	English	353
Multivariate LSTM-FCNs for time series classification	2019/08/01	English	351
Incremental learning for ν-Support Vector Regression	2015/07/01	English	347
Kolmogorov's theorem and multilayer neural networks	1992/01/01	English	341
Neuropsychological correlates of decision-making in ambiguous and risky situations	2006/10/01	English	326
Topology representing networks	1994/01/01	English	320
Attention-guided CNN for image denoising	2020/04/01	English	314
Connectionist nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings	1990/01/01	English	312
Matrix measure strategies for stability and synchronization of inertial BAM neural network with time delays	2014/05/01	English	308
TSVR: An efficient Twin Support Vector Machine for regression	2010/04/01	English	305
STDP-based spiking deep convolutional neural networks for object recognition	2018/03/01	English	305
A new supervised learning algorithm for multiple spiking neural networks with application in epilepsy and seizure detection	2009/12/01	English	301
A systems approach to appraisal mechanisms in emotion	2005/05/01	English	297
Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks	2017/05/01	English	293
Nonlinear dynamics and chaos in fractional-order neural networks	2012/08/01	English	287
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram	2018/09/01	English	274
Creating artificial neural networks that generalize	1991/01/01	English	265
Evaluating deep learning architectures for Speech Emotion Recognition	2017/08/01	English	257
A new learning paradigm: Learning using privileged information	2009/07/01	English	254
Image denoising using deep CNN with batch renormalization	2020/01/01	English	250
Reinforcement learning of motor skills with policy gradients	2008/05/01	English	248
Projective synchronization of fractional-order memristor-based neural networks	2015/03/01	English	246
Deep Convolutional Neural Networks for Large-scale Speech Tasks	2015/04/01	English	242
Powered ankle-foot prosthesis to assist level-ground and stair-descent gaits	2008/05/01	English	241
Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world	2013/01/01	English	233