Minimum Description Length Recurrent Neural Networks · HackerPapers discussions

Minimum Description Length Recurrent Neural Networks — HN submission

Sun, 19 May 2024 15:47:53 GMT

Minimum Description Length Recurrent Neural Networks (2022)

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Minimum Description Length Recurrent Neural Networks — mentioned by puttycat

Mon, 16 Jan 2023 16:01:15 GMT

Recent work on NNs where applying Kolmogorov complexity optimization leads to a network that solves binary addition with a carry-over counter and 100% provable accuracy: (see Results section) https://arxiv.org/abs/2111.00600

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Minimum Description Length Recurrent Neural Networks — HN submission

Fri, 10 Jun 2022 14:33:29 GMT

Minimum Description Length Recurrent Neural Networks

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Minimum Description Length Recurrent Neural Networks — mentioned by puttycat

Wed, 08 Jun 2022 22:41:28 GMT

Indeed this would need to predefine a maximum number of states. This work referenced also in the OP paper uses recurrent neural nets and a genetic algorithm to evolve the minimal number of states needed: https://arxiv.org/abs/2111.00600

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Minimum Description Length Recurrent Neural Networks — HN submission

Sun, 03 Apr 2022 13:49:08 GMT

Minimum Description Length Recurrent Neural Networks

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.