Correlation‐Based Neural Learning and Machine Learning
Zhe Chen, Simon Haykin, Jos J. Eggermont, Suzanna Becker · 2007
This chapter contains sections titled: Correlation as a Mathematical Basis for Learning Information-Theoretic Learning Correlation-Based Computational Neural Models Appendix 3A: Mathematical Analysis of Hebbian Learning Appendix 3B: Necessity and Convergence of Anti-Hebbian Learning Appendix 3C: Link between Hebbian Rule and Gradient Descent Appendix 3D: Reconstruction Error in Linear and Quadratic PCA Bibliographical Notes Notes