Training a perceptron by a bit sequence: Storage capacity

Details Training a perceptron by a bit sequence: Storage capacity Training a perceptron by a bit sequence: Storage capacity

1996-07-05

arxiv.org/abs/cond-mat/9607040v1

Physics

Condensed Matter

LaTeX, 13 pages incl. 4 figures and 1 table

Scientific paper

10.1088/0305-4470/29/24/020

A perceptron is trained by a random bit sequence. In comparison to the
corresponding classification problem, the storage capacity decreases to
alpha_c=1.70\pm 0.02 due to correlations between input and output bits. The
numerical results are supported by a signal to noise analysis of Hebbian
weights.

Affiliated with

Also associated with

No associations

Rating

Training a perceptron by a bit sequence: Storage capacity does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Training a perceptron by a bit sequence: Storage capacity, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Training a perceptron by a bit sequence: Storage capacity will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-80970