Untangling Brain-Wide Dynamics in Consciousness by Cross-Embedding

@inproceedings{Tajima2015UntanglingBD,
  title={Untangling Brain-Wide Dynamics in Consciousness by Cross-Embedding},
  author={Satohiro Tajima and Toru Yanagawa and Naotaka Fujii and Taro Toyoizumi},
  booktitle={PLoS Computational Biology},
  year={2015}
}
Brain-wide interactions generating complex neural dynamics are considered crucial for emergent cognitive functions. However, the irreducible nature of nonlinear and high-dimensional dynamical interactions challenges conventional reductionist approaches. We introduce a model-free method, based on embedding theorems in nonlinear state-space reconstruction, that permits a simultaneous characterization of complexity in local dynamics, directed interactions between brain areas, and how the… CONTINUE READING
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