doi: 10.1103/PhysRevLett.127.148101.
Excess Entropies Suggest the Physiology of Neurons to Be Primed for Higher-Level Computation
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- PMID:34652209
- DOI: 10.1103/PhysRevLett.127.148101
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Excess Entropies Suggest the Physiology of Neurons to Be Primed for Higher-Level Computation
Ralph L Stoop et al. Phys Rev Lett..
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Abstract
Biological neuronal networks excel over artificial ones in many ways, but the origin of this is still unknown. Our symbolic dynamics-based tool of excess entropies suggests that neuronal cultures naturally implement data structures of a higher level than what we expect from artificial neural networks, or from close-to-biology neural networks. This points to a new pathway for improving artificial neural networks towards a level demonstrated by biology.
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