Mass conservation acts as an inductive bias that promotes stronger self-organized criticality in evolved NCA reservoirs while maintaining comparable performance on sequential memory, classification, and control tasks.
arXiv preprint arXiv:2407.09501 , year =
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Mass Conservation as an Inductive Bias for Self-Organized Criticality in NCA Reservoirs
Mass conservation acts as an inductive bias that promotes stronger self-organized criticality in evolved NCA reservoirs while maintaining comparable performance on sequential memory, classification, and control tasks.