Figure - PMC

Skip to main content

An official website of the United States government

Here's how you know

Here's how you know

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS
A lock ( ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

View full-text article in PMC

. 2012 Aug 6;7(8):e40233. doi: 10.1371/journal.pone.0040233

Search in PMC
Search in PubMed
View in NLM Catalog
Add to search

© 2012 Florian

This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.

PMC Copyright notice

The neuron had to learn to have the same output for all inputs, using E-learning. The output consisted of output spikes, placed at , for . (A) The maximum load (the capacity ) as a function of the number of output spikes . (B) The number of learning epochs required for correct learning as a function of the number of output spikes , for various loads . (C) The number of learning epochs required for correct learning as a function of load, for various numbers of output spikes . Best performance was achieved for a single output spike per trial.

Inline graphic — The neuron had to learn to have the same output for all inputs, using E-learning. The output consisted of output spikes, placed at , for . (A) The maximum load (the capacity ) as a function of the number of output spikes . (B) The number of learning epochs required for correct learning as a function of the number of output spikes , for various loads . (C) The number of learning epochs required for correct learning as a function of load, for various numbers of output spikes . Best performance was achieved for a single output spike per trial.