Research
Papers
Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages; model links come from model cards citing the paper.
8 papers
| Title | Authors | Organization | Published | Introduces Models (and artifacts) whose model card or documentation cites this paper — inbound described_by relations. | Datasets | Benchmarks | Code |
|---|---|---|---|---|---|---|---|
| Bias-Induced Crossover in Absolute Capacity of Dense Associative MemoryarXiv:2609.17477cond-mat.dis-nn | Kazunori Iwata, Kazushi Mimura, Takeaki Shimokawa +1 | — | 16 Sept 2026 | — | — | — | — |
| A Data-free Universal Prior over Syntactic StructuresarXiv:2609.16854cs.CL | Ferm\'{\i}n Moscoso del Prado Mart\'{\i}n | — | 16 Sept 2026 | — | — | — | — |
| Bridging Control, Inference, Transport, and Thermodynamics: From Theory to Applications in LearningarXiv:2609.15897cond-mat.stat-mech | Benjamin Eysenbach, Benjamin Sorkin, Catherine Ji +2 | — | 15 Sept 2026 | — | — | — | — |
| Random matrix theory of sparse neuronal networks with heterogeneous timescalesarXiv:2512.12767q-bio.NC | Oleg Evnin, Thiparat Chotibut, Weerawit Horinouchi | — | 15 Sept 2026 | — | — | — | — |
| Hierarchical Prototype Emergence in Modern Hopfield ModelsarXiv:2609.12079cond-mat.dis-nn | Adithya Sriram, Aditya Cowsik | — | 14 Sept 2026 | — | — | — | — |
| Statistical Mechanics of Semantic CompressionarXiv:2503.00612cond-mat.dis-nn | Tankut Can | — | 14 Sept 2026 | — | — | — | — |
| Phases in a class of associative memories via hidden neuronsarXiv:2609.10976cs.LG | Toshihiro Ota, Masato Taki | — | 11 Sept 2026 | — | — | — | — |
| Learning structural balance of graphs from quantum spectral featuresarXiv:2609.11736quant-ph | Stefano Scali, Oleksandr Kyriienko | — | 11 Sept 2026 | — | — | — | — |
8 results
Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Linked models, datasets, benchmarks and code come from stated relations only; a dash means no source stated one.