Gneural Network - Tasks: task #14198, Support network pruning.
You are not allowed to post comments on this tracker with your current authentication level.
task #14198: Support network pruning.
Submitter: | Ray Dillinger <rayd> | ||
Submitted: | Sun 30 Oct 2016 05:30:03 AM UTC | ||
Should Start On: | Sat 29 Oct 2016 07:00:00 AM UTC | Should be Finished on: | Sun 29 Oct 2017 07:00:00 AM UTC |
Category: | None | Priority: | 4 |
Status: | None | Privacy: | Public |
Assigned to: | None | Percent Complete: | 0% |
Open/Closed: | Open | Effort: | 0.00 |
No files currently attached
Depends on the following items: None found
Items that depend on this one: None found
Carbon-Copy List
There are 0 votes so far. Votes easily highlight which items people would like to see resolved in priority, independently of the priority of the item set by tracker managers.
No changes have been made to this item
Powered by Savane 3.13-d3ae.
Corresponding source code
Unnecessary connections should be detectable (and prunable) by automated means. This optimization can drastically speed up conventional (nonspiking) networks.
The simple method is to train under L0 weight reduction until accuracy targets are just barely met, and then eliminate connections whose weight has gone to zero.