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I wonder if a set of learned function (can|does) reproduce the truth tables from First Order Logic. I think it'd be easy to check. ---- Anyways that's great
by BenoitP 2y ago
I wonder if a set of learned function (can|does) reproduce the truth tables from First Order Logic.
I think it'd be easy to check.
----
Anyways that's great news for differentiability. For now 'if' conditions expressed in JAX are tricky (at least for me), and are de facto an optimization barrier. If they're learnable and already into the network, I'd say that's a great thing.
- zeknife 2y agoIt is easy to construct an MLP that implements any basic logic function. But XOR requires at least one hidden layer.