Placing spline knots in neural networks using splines as activation functions

Neurocomputing

Volumn 17, Issue 3-4, 1997, Pages 159-166

  Hlaváčková, Kateřina ^a   Verleysen, Michel ^b  

^a INSTITUTE OF COMPUTER SCIENCE   (Czech Republic)

^b UNIVERSITÉ CATHOLIQUE DE LOUVAIN   (Belgium)

Author keywords

Approximation error; Cubic spline function; Feed forward neural network; Knots of a spline function

Indexed keywords

APPROXIMATION THEORY; ERROR ANALYSIS; FUNCTIONS;

APPROXIMATION ERROR; SPLINE ACTIVATION FUNCTIONS;

FEEDFORWARD NEURAL NETWORKS;

ARTICLE; COMPUTER; ERROR; MATHEMATICAL ANALYSIS; NERVE CELL NETWORK; PRIORITY JOURNAL;

EID: 0343924259     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(97)00053-2     Document Type: Article

References (2)

1. M.H. Schultz, Spline Analysis, Prentice-Hall, Englewood Cliffs, NJ, 1973.
2. L.L. Schumaker, Spline Functions: Basic Theory, Wiley, New York, 1981.