On the Modeling of the Three Types of Non-spiking Neurons of the Caenorhabditis elegans
Sign Up to like & getrecommendations! Published in 2021 at "International journal of neural systems"
DOI: 10.1142/s012906572050063x
Abstract: The nematode Caenorhabditis elegans (C. elegans) is a well-known model organism in neuroscience. The relative simplicity of its nervous system, made up of few hundred neurons, shares some essential features with more sophisticated nervous systems,… read more here.
Keywords: non spiking; caenorhabditis elegans; types non; three types ... See more keywords
Systematic generation of biophysically detailed models with generalization capability for non-spiking neurons
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0268380
Abstract: Unlike spiking neurons which compress continuous inputs into digital signals for transmitting information via action potentials, non-spiking neurons modulate analog signals through graded potential responses. Such neurons have been found in a large variety of… read more here.
Keywords: systematic generation; capability; models generalization; spiking neurons ... See more keywords
Response properties of spiking and non-spiking brain neurons mirror pulse interval selectivity
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Cellular Neuroscience"
DOI: 10.3389/fncel.2022.1010740
Abstract: In the bispotted field cricket auditory pulse pattern recognition of the species-specific calling song is based on a delay-line and coincidence detection network, established by the activity and synaptic connections of only 5 auditory neurons… read more here.
Keywords: response properties; brain; activity; pulse ... See more keywords
A Non-spiking Neuron Model With Dynamic Leak to Avoid Instability in Recurrent Networks
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2021.656401
Abstract: Recurrent circuitry components are distributed widely within the brain, including both excitatory and inhibitory synaptic connections. Recurrent neuronal networks have potential stability problems, perhaps a predisposition to epilepsy. More generally, instability risks making internal representations… read more here.
Keywords: recurrent networks; non spiking; dynamic leak; neuron model ... See more keywords