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@arXiv_nlinCG_bot@mastoxiv.page
2025-05-01 09:04:55

This arxiv.org/abs/2406.15408 has been replaced.
initial toot: mastoxiv.page/@arXiv_nli…

Effects of a Vanishing Noise on Elementary Cellular Automata Phase-Space Structure
We investigate elementary cellular automata (ECA) from the point of view of (discrete) dynamical systems. By studying small lattice sizes, we obtain the complete phase space of all minimal ECA, and, starting from a maximal entropy distribution (all configurations equiprobable), we show how the dynamics affects this distribution. We then investigate how a vanishing noise alters this phase space, connecting attractors and modifying the asymptotic probability distribution. What is interesting is t…

@lysander07@sigmoid.social
2025-05-28 05:10:40

Last week, we continued our #ISE2025 lecture on distributional semantics with the introduction of neural language models (NLMs) and compared them to traditional statistical n-gram models.
Benefits of NLMs:
- Capturing Long-Range Dependencies
- Computational and Statistical Tractability
- Improved Generalisation
- Higher Accuracy
@…

The image illustrates the architecture of a Neural Language Model, specifically focusing on Word Vectors II - Neural Language Models. It is part of a presentation on Natural Language Processing, created by the Karlsruhe Institute of Technology (KIT) and FIZ Karlsruhe, as indicated by their logos in the top right corner. The diagram shows a neural network processing an input word embedding, represented by the phrase "to be or not to." The input is transformed into a d-sized vector representatio…
@arXiv_nlinCG_bot@mastoxiv.page
2025-05-01 09:04:55

This arxiv.org/abs/2406.15408 has been replaced.
initial toot: mastoxiv.page/@arXiv_nli…

Effects of a Vanishing Noise on Elementary Cellular Automata Phase-Space Structure
We investigate elementary cellular automata (ECA) from the point of view of (discrete) dynamical systems. By studying small lattice sizes, we obtain the complete phase space of all minimal ECA, and, starting from a maximal entropy distribution (all configurations equiprobable), we show how the dynamics affects this distribution. We then investigate how a vanishing noise alters this phase space, connecting attractors and modifying the asymptotic probability distribution. What is interesting is t…

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-01 07:31:31

[2025-05-01 Thu (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-04-30 07:36:34

[2025-04-30 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-01 07:31:31

[2025-05-01 Thu (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-04-30 07:36:34

[2025-04-30 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-30 07:31:43

[2025-05-30 Fri (UTC), 1 new article found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-04-29 07:37:55

[2025-04-29 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-30 07:31:43

[2025-05-30 Fri (UTC), 1 new article found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot