Dynamics of learning near singularities in radial basis function networks

By Haikun Wei, Shun-ichi Amari. 2008

40 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Control and Systems Engineering, Statistical and Nonlinear Physics, Optimization & Training

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Andrew M. Saxe
2. Madhu S. Advani
3. Yoshua Bengio
4. Surya Ganguli
5. Matthieu Wyart
6. Mario Geiger
7. Zhenyu A. Liao
8. Romain Couillet

In Control and Systems Engineering

1. Andrew M. Saxe
2. Madhu S. Advani

In Statistical and Nonlinear Physics

1. Madhu S. Advani
2. Andrew M. Saxe
3. Zhenyu A. Liao
4. Romain Couillet
5. Yoshua Bengio
6. Matthieu Wyart
7. Mario Geiger
8. David D. Cox

In Optimization & Training

1. Madhu S. Advani
2. Andrew M. Saxe

Citations in the corpus

• High-dimensional dynamics of generalization error in neural networks (2017, background): “activation functions and N t hidden neurons (see Seung, Sompolinsky, and Tishby, 1992; Watkin, Rau, and Biehl, 1993; Saad and Solla, 1995; Engel and Van Den Broeck, 2001; Wei, J. Zhang, et al., 2008; Wei and Amari, 2008 for similar approaches in other nonlinear networks). We draw the parameters of t”