Umeå University
Faculty of Science and Technology
Department of Computing Science
Per Lindström's research page
This page is under construction
The following is a list of my most recent
publications with links to abstracts and complete reports:
- A Parallel Interval Method Implementation using Dynamic Load Balancing,
Jerry Eriksson and Per Lindström, Published in Reliable Computing, (1)1:77-91, 1995.
(Abstract and complete report)
- Regularization Tools for Training Large-Scale Neural Networks,
Jerry Eriksson, Mårten Gulliksson, Per Lindström and Per-Åke Wedin.
Technical Report UMINF-96.05, 1996.
(Abstract and complete report).
Submitted to Optimization Methods and Software
in two parts.
Abstract Part I, complete report Part I, abstract Part II, complete report Part II.
Part II is rewritten (May 1997) as a separate paper not coneccted to Part I and
resubmitted to OMS.
The new title is "Regularization Tools for Training Large Feed-forward Neural Networks using Automatic Differentiation"
abstract for the rewritten "Part II".
The complete report will be published in the Journal of Optimization Methods and Software 1998, Vol. 10, pp. 49-69.
- Now and then people ask for the report "Methods and software for nonlinear least squares problems" by Lindström, Wedin from 1988. Here you can find an updated version, now entitled "Gauss-Newton based algorithms for constrained nonlinear least squares problems"
and the gzipped post-script file can be found here complete report".
Click here to see a list of some older stuff
without links to any on-line material.
http://www.cs.umu.se/~perl/research.html
8 September 98
Per Lindström