Measuring Saturation in Neural Networks
暂无分享,去创建一个
[1] David L. Elliott,et al. A Better Activation Function for Artificial Neural Networks , 1993 .
[2] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[3] Andries Petrus Engelbrecht,et al. Training high-dimensional neural networks with cooperative particle swarm optimiser , 2014, 2014 International Joint Conference on Neural Networks (IJCNN).
[4] J. Kennedy,et al. Population structure and particle swarm performance , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).
[5] Amit Gupta,et al. Weight decay backpropagation for noisy data , 1998, Neural Networks.
[6] Andries Petrus Engelbrecht,et al. Overfitting by PSO trained feedforward neural networks , 2010, IEEE Congress on Evolutionary Computation.
[7] H. B. Mann,et al. On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other , 1947 .
[8] Yue Shi,et al. A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).
[9] Klaus-Robert Müller,et al. Efficient BackProp , 2012, Neural Networks: Tricks of the Trade.
[10] Riccardo Poli,et al. Particle swarm optimization , 1995, Swarm Intelligence.
[11] Andries Petrus Engelbrecht,et al. Saturation in PSO neural network training: Good or evil? , 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).
[12] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[13] S. Lawrence,et al. Function Approximation with Neural Networks and Local Methods: Bias, Variance and Smoothness , 1996 .
[14] Teresa Bernarda Ludermir,et al. Particle Swarm Optimization of Feed-Forward Neural Networks with Weight Decay , 2006, 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06).
[15] R. Eberhart,et al. Comparing inertia weights and constriction factors in particle swarm optimization , 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).