Quantifying and modelling non-local information processing of associative brain regions
Johannes BalkenholiD, Barbara HändeliD, Sounak Biswas, Johannes GrohmanniD, Jóakim von KistowskiiD, Juan Prada, Conrado A. BosmaniD, Hannelore EhrenreichiD, Sonja M. WojcikiD, Samuel KouneviD, Robert BlumiD, Thomas DandekariD
Abstract
Short abstractBrain world representation emerges not by philosophy but from integrating simple followed by more complex actions (due to drives, instincts) with sensory feedback and inputs such as rewards. Our simulation provides this world representation holistically by identical information encoded as holographic wave patterns for all associative cortex regions. Observed circular activation in cell culture experiments provides building blocks from which such an integrative circuit can evolve just by excitation and inhibition transfer to neighbouring neurons. Large-scale grid-computing of the simulation brought no new emergent phenomena but rather linear gains and losses regarding performance. The circuit integrates perceptions and actions. The resulting simulation compares well with data from electrophysiology, visual perception tasks, and oscillations in cortical areas. Non-local, wave-like information processing in the cortex agrees well with EEG observations such as cortical alpha, beta, and gamma oscillations. Non-local information processing has powerful emergent properties, including key features of conscious information processing.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 5
- FWCI
- 1.22
- Field percentile
- top 23%
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Modelling non-local neural information processing in the brain
Johannes Balkenhol, Barbara Händel, … Thomas Dandekar·bioRxiv·Jan 27, 2022
- Spatially distributed computation in cortical circuits
Sergei Gepshtein, Ambarish S. Pawar, … Thomas David Albright·Science AdvancesPeer-reviewed·Apr 22, 2022
- Thalamic bursts modulate cortical synchrony locally to switch between states of global functional connectivity in a cognitive task
Oscar Portoles, Manuel Blesa, … Jelmer P. Borst·PLoS Computational BiologyPeer-reviewed·Mar 9, 2022
- Travelling waves or sequentially activated discrete modules: mapping the granularity of cortical propagation
Yuval Orsher, Ariel Rom, … Mark Shein Idelson·eLifePeer-reviewed·Mar 7, 2024
- Planar, Spiral, and Concentric Traveling Waves Distinguish Cognitive States in Human Memory
Anup Das, Erfan Zabeh, … Joshua Jacobs·Nature CommunicationsPeer-reviewed·Apr 11, 2026
- Distributed representations of prediction error signals across the cortical hierarchy are synergistic
Frank Gelens, Juho Äijälä, … Andrés Canales‐Johnson·Nature CommunicationsPeer-reviewed·May 10, 2024