Toward an interpretation of dynamic neural activity in terms of chaotic dynamical systems

I Tsuda - Behavioral and Brain Sciences, 2001 - cambridge.org
Using the concepts of chaotic dynamical systems, we present an interpretation of dynamic
neural activity found in cortical and subcortical areas. The discovery of chaotic itinerancy in …

From neuron to neural networks dynamics

B Cessac, M Samuelides - The European Physical Journal Special Topics, 2007 - Springer
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 …

[PDF][PDF] Learning at the edge of chaos: Temporal coupling of spiking neurons controller for autonomous robotic

H Soula, A Alwan, G Beslon - Proceedings of the AAAI …, 2005 - mainline.brynmawr.edu
In this paper, a recurrent spiking neural networks is trained on an robot to learn to avoid
obstacles using visual flow. At the starting of the process, this network is initialized in a” …

The plausibility of a chaotic brain theory

I Tsuda - Behavioral and Brain Sciences, 2001 - cambridge.org
We consider the significance of high-dimensional transitory dynamics in the brain and mind.
In particular, we highlight the roles of high-dimensional chaotic dynamical systems as an …

Symmetries and itineracy in nonlinear systems with many degrees of freedom

M Breakspear, K Friston - Behavioral and Brain Sciences, 2001 - cambridge.org
Tsuda examines the potential contribution of nonlinear dynamical systems, with many
degrees of freedom, to understanding brain function. We offer suggestions concerning …

Chaos and neural coding: is the binding problem a pseudo-problem?

A Raffone, C Van Leeuwen - Behavioral and Brain Sciences, 2001 - cambridge.org
Tsuda's article suggests several plausible concepts of neurodynamic representation and
processing, with a thoughtful discussion of their neurobiological grounding and formal …

[PDF][PDF] Hebbian learning in large recurrent neural networks

E Daucé, F Henry - Movement and Perception Lab, Marseille, 2006 - neuro.bstu.by
This paper presents the guidelines of an ongoing project of the" Movement Dynamics" team
in the “Movement and perception” Lab, UMR6152, Marseille. We address the question of …

Dynamique et plasticité dans les réseaux de neurones à impulsions: étude du couplage temporel réseau/agent/environnement

H Soula - 2005 - theses.fr
Résumé Dans ce travail, une approche de" vie artificielle" est utilisée pour étudier le support
neural des comportements. Un comportement est issu d'une bonne adéquation entre le …

Dynamic neural activity as chaotic itinerancy or heteroclinic cycles?

DL Rowe - Behavioral and Brain Sciences, 2001 - cambridge.org
I question whether chaotic itinerancy is anything new or different to existing research on
heteroclinic cycles (cycling-chaos), and blow-out bifurcations (attractor-bubbling) that …

Learning and control with chaos: From biology to robotics

M Quoy, JP Banquet, E Daucé - Behavioral and Brain Sciences, 2001 - cambridge.org
After critical appraisal of mathematical and biological characteristics of the model, we
discuss how a classical hippocampal neural network expresses functions similar to those of …