Our papers are the official record of our discoveries. They allow others to build on and apply our work. Each paper is the result of many months of research, so we make a special effort to make them clear, beautiful and inspirational, and publish them in leading journals.

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  • Boolean composition restricts biological logics

    TFT. FinkRHR. Hannam Sub. to Physical Review X

    In life, there are few rules

    The bipartite nature of genetic regulatory networks means their logics are composed, which severely restricts which ones can show up in life.

  • The space of functions computed by deep layered machines

    AMA. MozeikaBLDS Physical Review Letters

    Deep layered machines

    The ability of deep neural networks to generalize can be unraveled using path integral methods to compute their typical Boolean functions.