• Aatube@kbin.social
      link
      fedilink
      arrow-up
      14
      arrow-down
      2
      ·
      10 months ago
      1. Specifying weights, biases and shape definitely makes a graph.
      2. IMO having a lot of more preferred and more deprecated routes is quite close to a flowchart except there’s a lot more routes. The principles of how these work is quite similar.
      • General_Effort@lemmy.world
        link
        fedilink
        English
        arrow-up
        3
        arrow-down
        4
        ·
        10 months ago
        1. There are graph neural networks (meaning NNs that work on graphs), but I don’t think that’s what is used here.

        2. I do not understand what you mean by “routes”. I suspect that you have misunderstood something fundamental.

        • Aatube@kbin.social
          link
          fedilink
          arrow-up
          5
          arrow-down
          2
          ·
          10 months ago
          1. I’m not talking about that. What’s weights, biases and shape if not a graph?
          2. By routes, I mean that the path of the graph doesn’t necessarily converge and that it is often more tree-like.
          • General_Effort@lemmy.world
            link
            fedilink
            English
            arrow-up
            4
            arrow-down
            1
            ·
            edit-2
            10 months ago

            You can see a neural net as a graph in that the neurons are connected nodes. I don’t believe that graph theory is very helpful, though. The weights are parameters in a system of linear equations; the numbers in a matrix/tensor. That’s not how the term is used in graph theory, AFAIK.

            ETA: What you say about “routes” (=paths?) is something that I can only make sense of, if I assume that you misunderstood something. Else, I simply don’t know what that is talking about.

            • Natanael@slrpnk.net
              link
              fedilink
              English
              arrow-up
              2
              ·
              10 months ago

              If you look at the nodes which are most likely to trigger from given inputs then you can draw paths