Human and computer learning: An experimental study

Details Human and computer learning: An experimental study Human and computer learning: An experimental study

2004-10-04

arxiv.org/abs/q-bio/0410005v1

Biology

Quantitative Biology

Neurons and Cognition

To appear in Complexus (Karger, Basel). 9 pages including 12 figures

Scientific paper

Simple memorizing tasks have been chosen such as a binary code on a matrix. After the establishment of an appropriate protocol, the codified matrices were individually presented to 150 university students who had to memorize them. A computer simulation for a similar task is available which uses a perceptron on which an algorithm was implemented allowing for some degree of globality (technically referred to as entropic nonextensivity within a current generalization of the usual, Boltzmann-Gibbs, statistical mechanics). Our main observation is that, for the very specific learning task on which we focus here, humans perform similarly to slightly nonextensive perceptrons.

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