3 papers
math-ph2006
Random Recurrent Neural Networks Dynamics
M. Samuelides, B. Cessac
This paper is a review dealing with the study of large size random recurrent neural networks. The connection weights are selected according to a probability law and it is possible…
q-bio.NC2006
Coding static natural images using spiking event times: do neurons cooperate?
Laurent Perrinet, Manuel Samuelides, Simon Thorpe
To understand possible strategies of temporal spike coding in the central nervous system, we study functional neuromimetic models of visual processing for static images. We will fi…
nlin.AO2006
From Neuron to Neural Networks dynamics
B. Cessac, M. Samuelides
This paper presents an overview of some techniques and concepts coming from dynamical system theory and used for the analysis of dynamical neural networks models. In a first sectio…