Fractal Neural Dynamics and Memory Encoding Through Scale Relativity

Wave-driven dynamics in fractal space-time provide a hypothesis-generating framework for distributed memory formation. The current approach is theoretical and simulation-based, relying on a simplified plasticity rule that omits neuromodulatory and glial influences. While encouraging in its ability to reproduce biological motifs, the framework remains preliminary; future work must benchmark against established models such as STDP and attractor networks and propose empirical tests to validate or falsify its predictions.

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Publication Details

Journal
Brain Sciences
Published
2025-09-24
DOI
https://doi.org/10.3390/brainsci15101037
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
0.00
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article

Fractal Neural Dynamics and Memory Encoding Through Scale Relativity

Maricel Agop, Valentin Nedeff, Florin Nedeff, Lăcrămioara Ochiuz et al.
Brain Sciences
Neural dynamics and brain function
article

Fractal Neural Dynamics and Memory Encoding Through Scale Relativity

Maricel Agop, Valentin Nedeff, Florin Nedeff, Lăcrămioara Ochiuz, Călin Gheorghe Buzea, Dragoș Ioan Rusu, Mirela Panainte-Lehăduș, Dragoș Teodor Iancu
article en

Abstract

Wave-driven dynamics in fractal space-time provide a hypothesis-generating framework for distributed memory formation. The current approach is theoretical and simulation-based, relying on a simplified plasticity rule that omits neuromodulatory and glial influences. While encouraging in its ability to reproduce biological motifs, the framework remains preliminary; future work must benchmark against established models such as STDP and attractor networks and propose empirical tests to validate or falsify its predictions.

Brain SciencesVol. 15(10)
Grigore T. Popa University of Medicine and Pharmacy (RO), Gheorghe Asachi Technical University of Iași (RO), University of Bacău (RO), National Institute of Research and Development for Technical Physics (RO)
Openalex Percentile: Top 74%
Neural dynamics and brain function
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