go back

Spike-latency coding of topological feature homogeneity, and the shaping of synaptic potentials by forward inhibition

Rüdiger Kupper, Marc-Oliver Gewaltig, Andreas Knoblauch, Ursula Körner, Edgar Körner, "Spike-latency coding of topological feature homogeneity, and the shaping of synaptic potentials by forward inhibition", Proceedings of the 3rd HRI International Workshop on Advances in Computational Intelligence, pp. 30–37, 2005.

Abstract

Spiking neurons can code stimulation strength in firing latency. This latency code carries the same information as firing rate, but is readily established in a few milliseconds. The brain can employ this fast and accurate time-based code for the processing of homogeneous stimulation. We have proposed that the koniocellular path of the visual system performs spatial homogeneity detection. Here, we present a model implementation of this process, using a spike-latency code. In a network simulation, we demonstrate the fast detection of spatially homogeneous luminance. We also demonstrate, how the homogeneity threshold can be dynamically adjusted. We achieve this through the shaping of synaptic potentials by forward inhibition.



Download Bibtex file Download PDF

Search

Cookies preferences

Others

Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet.

Necessary

Necessary
Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.

Advertisement

Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.

Analytics

Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.

Functional

Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.

Performance

Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.