38 citations · 134 across the 4 of their papers we have counts for
4 papers
Statistical Physics and Representations in Real and Artificial Neural Networks
Simona Cocco, Rémi Monasson, Lorenzo Posani +2
This document presents the material of two lectures on statistical physics and neural representations, delivered by one of us (R.M.) at the Fundamental Problems in Statistical Phys…
Transitions between spatial attractors in place-cell networks
R Monasson, S Rosay
The spontaneous transitions between D-dimensional spatial maps in an attractor neural network are studied. Two scenarios for the transition from on map to another are found, depend…
Crosstalk and transitions between multiple spatial maps in an attractor neural network model of the hippocampus: Collective motion of the activity (II)
Rémi Monasson, Sophie Rosay
The dynamics of a neural model for hippocampal place cells storing spatial maps is studied. In the absence of external input, depending on the number of cells and on the values of…
Cross-talk and transitions between multiple spatial maps in an attractor neural network model of the hippocampus: phase diagram (I)
Rémi Monasson, Sophie Rosay
We study the stable phases of an attractor neural network model, with binary units, for hippocampal place cells encoding 1D or 2D spatial maps or environments. Using statistical me…