Letting the Brain Speak for itself
arXiv:1107.4028
Abstract
Metaphors of Computation and Information tended to detract attention from the intrinsic modes of neural system functions, uncontaminated by the observer's role for collection and interpretation of experimental data. Recognizing the self-referential mode of function, and the propensity for self-organization to critical states requires a fundamental re-orientation with emphasis on the conceptual approaches of Complex System Dynamics. Accordingly, local cooperative processes, intrinsic to neural structures and of fractal nature, call for applying Fractional Calculus and models of Random Walks in Theoretical Neuroscience studies.
References in corpus (7)
- Are biological systems poised at criticality?
- Learning as a phenomenon occurring in a critical state
- Adaptive self-organization in a realistic neural network model
- Self-similar correlation function in brain resting-state fMRI
- The Computational Structure of Spike Trains
- The collective brain is critical
- From statistical mechanics to information theory: understanding biophysical information-processing systems