Browsing Τμήμα Πληροφορικής / Department of Computer Science by Author "Bugmann, Guido"
Now showing items 1-2 of 2
-
Conference Object
Analysis of fluctuation-induced firing in the presence of inhibition
Christodoulou, Chris C.; Clarkson, Trevor G.; Bugmann, Guido; Taylor, John G. (IEEE, 2000)This paper examines the computational role of inhibition as it moves towards balancing concurrent excitation using the biologically-inspired Temporal Noisy-Leaky Integrator (TNLI) neuron model. The TNLI incorporates ...
-
Conference Object
Modelling of the high firing variability of real cortical neurons with the temporal noisy-leaky integrator neuron model
Christodoulou, Chris C.; Clarkson, Trevor G.; Bugmann, Guido; Taylor, John G. (IEEE, 1994)Using the Temporal Noisy-Leaky Integrator (TNLI) neuron model with reset, we observed that high firing variability can be achieved for certain input parameter values which results from the temporal summation of noise in ...