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Transformers are turing complete: https://arxiv.org/abs/1901.03429 https://arxiv.org/abs/1901.03429 Additionally, Transformers are RNNs: https://arxiv.org/abs/
by MacsHeadroom 4y ago
Transformers are turing complete: https://arxiv.org/abs/1901.03429 https://arxiv.org/abs/1901.03429
Additionally, Transformers are RNNs: https://arxiv.org/abs/2006.16236 https://arxiv.org/abs/2006.16236
Transformers are turing complete RNNs, as are the Neocortex.
There are differences like spiking vs non-spiking neurons, universal vs non-universal activation, the effects of brain waves, bicameralism, etc. But these differences may or may not be important depending on the topic of discussion. Additionally, the differences increasingly disappear as transformers are increasingly augmented with functionally equivalent systems.