Coherent states, fractals and brain waves
Giuseppe Vitiello

TL;DR
This paper links fractal self-similarity in brain activity to squeezed coherent states, proposing a dissipative model that explains power-law distributions in electrocorticograms and discusses the role of trajectories in memory space for perception and action.
Contribution
It introduces a novel connection between fractal self-similarity and quantum coherent states in a dissipative brain model, advancing understanding of neural self-similarity.
Findings
Fractal self-similarity in brain activity modeled by squeezed coherent states.
Dissipative model accounts for power-law spectral densities in electrocorticograms.
Discussion of trajectories in memory space related to perception and intentionality.
Abstract
I show that a functional representation of self-similarity (as the one occurring in fractals) is provided by squeezed coherent states. In this way, the dissipative model of brain is shown to account for the self-similarity in brain background activity suggested by power-law distributions of power spectral densities of electrocorticograms. I also briefly discuss the action-perception cycle in the dissipative model with reference to intentionality in terms of trajectories in the memory state space.
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Taxonomy
TopicsNeural Networks and Applications · Neural dynamics and brain function · Fractal and DNA sequence analysis
