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Updated: May 15, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Dissipation of 'dark energy' by cortex in knowledge retrieval
Antonio Capolupo1, Walter J Freeman, Giuseppe Vitiello
1Dipartimento di Ingegneria Industriale and INFN, Università di Salerno, Fisciano (SA), 84084, Italy. capolupo@sa.infn.it
Abstract:
We have devised a thermodynamic model of cortical neurodynamics expressed at the classical level by neural networks and at the quantum level by dissipative quantum field theory. Our model is based on features in the spatial images of cortical activity newly revealed by high-density electrode arrays. We have incorporated the mechanism and necessity for so-called dark energy in knowledge retrieval. We have extended the model first using the Carnot cycle to define our measures for energy, entropy and temperature, and then using the Rankine cycle to incorporate criticality and phase transitions. We describe the dynamics of two interactive fields of neural activity that express knowledge, one at high and the other at low energy density, and the two operators that create and annihilate the fields. We postulate that the extremely high density of energy sequestered briefly in cortical activity patterns can account for the vividness, richness of associations, and emotional intensity of memories recalled by stimuli.
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