Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Search research articles

Related Experiment Videos

Noisy neural nets exhibiting memory domains.

P Anninos, M Kokkinidis, A Skouras

Journal of Theoretical Biology

|August 21, 1984

Summary

This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Magnetoencephalography and normal pressure hydrocephalus: A case report.

Journal of integrative neuroscience·2018

Same author

MEG evaluation of pico-Tesla external TMS on multiple sclerosis patients.

Multiple sclerosis and related disorders·2016

Same author

Biomagnetic activity and non linear analysis in obstetrics and gynecology in a Greek population.

Clinical and experimental obstetrics & gynecology·2016

Same author

Alpha, delta and theta rhythms in a neural net model. Comparison with MEG data.

Journal of theoretical biology·2015

Same author

MEG localization of spike sources in human patients with brain tumors.

Journal of integrative neuroscience·2014

Same author

A study on the age dependency of gustatory states: low-frequency spectral component in the resting-state MEG.

Journal of integrative neuroscience·2013

Same journal

Evolution of quantitative traits: exploring the ecological, social and genetic bases of adaptive polymorphism.

Journal of theoretical biology·2026

Same journal

The male-biased sex ratio in humans and its role in the transition from promiscuity to pair bonding.

Journal of theoretical biology·2026

Same journal

Quantifying the counter-intuitive effects of vaccination by coupling the transmission dynamics of COVID-19 and the evolution of human behaviors.

Journal of theoretical biology·2026

Same journal

An integrative model of FGF2-induced signaling and muscle cell proliferation.

Journal of theoretical biology·2026

Same journal

A hybrid reaction-diffusion and mechanical stimulus model for mandibular bone remodeling under chewing and vibratory loading.

Journal of theoretical biology·2026

Same journal

Integrated tick management strategies in fragmented peridomestic environments.

Journal of theoretical biology·2026

See all related articles

This study shows that even with system noise, probabilistic neural networks exhibit multiple memory domains. These findings are analogous to those observed in noiseless neural network models.

Area of Science:

Computational neuroscience
Artificial intelligence

Background:

Previous research utilized probabilistic neural networks with chemical markers to identify multiple memory domains.
The role of intrinsic system noise in these memory domains was not fully explored.

Purpose of the Study:

To generalize previous findings by incorporating intrinsic system noise into probabilistic neural network models.
To investigate the impact of spontaneous synaptic transmitter release on memory domain characteristics.

Main Methods:

Development of a simple mathematical model for probabilistic neural networks.
Inclusion of intrinsic system noise, specifically spontaneous synaptic transmitter release, in the model.

Main Results:

The mathematical model demonstrated characteristics of multiple memory domains.

Related Experiment Videos

These characteristics were found to be analogous to those observed in noiseless neural network systems.

Conclusions:

Intrinsic system noise does not preclude the existence of multiple memory domains in probabilistic neural networks.
The developed model provides a framework for understanding memory organization in noisy neural systems.