Skip to main content
Log in

A neural net model for escape learning

  • Published:
The bulletin of mathematical biophysics Aims and scope Submit manuscript

Abstract

An escape learning situation is discussed in terms of a neural model in which a stimulus can result in a conditioned excitement and a specific conditioned response. By using the simplest relations between the strengths of conditioning and the number of reinforcements and by introducing a distribution of fluctuations occurring regularly in time, one can calculate the probabilities of various responses, as well as the various latencies, in successive trials. The results are in moderately satisfactory agreement with the data of R. L. Solomon and L. C. Wynne (Psychol. Monogr.,67, No. 4, 1953). Consequences of the model for various experimental situations are discussed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

Literature

  • Brush, F. R., E. S. Brush, and R. L. Solomon. 1955. “Traumatic Avoidance Learning: The Effect of CS-US Interval with a Delayed-Conditioning Procedure.”Jour. Comp. Physiol. Psychol.,48, 285–293.

    Article  Google Scholar 

  • Bush, R. R. and F. Mosteller. 1955.Stochastic Models for Learning. New York: John Wiley and Sons, Inc.

    MATH  Google Scholar 

  • Landahl, H. D. 1962. “Mathematical Theory of the Central Nervous System.”Annals of the N.Y. Acad. Sci.,96, 1056–1070.

    Article  Google Scholar 

  • Landahl, H. D. 1964a. “Mathematical Models of Neural Activity.”Bionics Symposium of 1963, 105–120.

  • — 1964b. “An Avoidance Learning Situation. A Neural Net Model.”Bull. Math. Biophysics,26, 83–89.

    Article  Google Scholar 

  • McCleary, R. A. 1961. “Response Specificity in the Behavioral Effects of Limbic System Lesions in the Cat.”Jour. Comp. Physiol. Psychol.,54, 605–613.

    Article  Google Scholar 

  • Solomon, R. L. and L. C. Wynne. 1953. “Traumatic Avoidance Learning: Acquisition in Normal Dogs.”Psychol. Monogr.,67, No. 4.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

This research was supported in part by the United States Public Health Service Grant RCA GM K6 18,420 and in part by the United States Air Force through the Air Force Office of Scientific Research of the Air Research Development Command under Grant No. AF AFOSR 370-64.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Landahl, H.D. A neural net model for escape learning. Bulletin of Mathematical Biophysics 27 (Suppl 1), 317–328 (1965). https://doi.org/10.1007/BF02477287

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02477287

Keywords

Navigation