Programming Projects in C
for students of
Engineering, Sciences and Mathematics
Rouben Rostamian
2014
Resources for Project Neural Nets – ODEs
Added November 2020
The file
neural-networks-odes.pdf
is a draft of a supplemental Chapter 27 on
neural networks for solving ODEs.
It is pretty complete but it has no citations to the literature.
The following two references should get you started:
- Geoffrey E. Hinton,
How Neural Networks Learn from Experience,
Scientific American, vol. 267, no. 3, September 1992,
pp. 144–151.
- I. E. Lagaris, A. Likas, and D. I. Fotiadis,
Artificial Neural Networks for Solving Ordinary and Partial Differential Equations,
IEEE Transactions on Neural Networks, vol. 9, no. 5, 1998, pp. 987--1000.
You will need the following files to produce graphical output out of
this chapter's Project Neural Nets – ODEs:
plot-with-maple.c plot-with-matlab.c