Limit ++ Base y HK
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Zenodo
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| Autore principale: | |
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| Natura: | Recurso digital |
| Pubblicazione: |
Zenodo
2025
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| Accesso online: | |
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| _version_ | 1866902262206431232 |
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| author | Espin Flores, Gines |
| author_facet | Espin Flores, Gines |
| contents | <p>Limit++ Base is an experimental neural computing system developed to test new principles of stability, efficiency, and reversibility in continuous learning processes.<br>The model emphasizes numerical precision, scalability, and low computational cost, with fully reproducible behavior across CPU, GPU, and hybrid hardware configurations.</p> <p>This release serves as a core reference for future research on reversible and dynamically stable learning architectures.<br>It includes proprietary mechanisms for normalization, propagation, and gradient control, implemented with strict reproducibility and hardware independence.</p> <p>Distributed for scientific and research purposes under<br>Creative Commons Attribution 4.0 International (CC BY 4.0) and<br>Creative Commons Attribution–NonCommercial 4.0 International (CC BY-NC 4.0).<br>© 2025 Ginés Espín Flores. All moral rights reserved.</p> <p> </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17369454 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Limit ++ Base y HK Espin Flores, Gines <p>Limit++ Base is an experimental neural computing system developed to test new principles of stability, efficiency, and reversibility in continuous learning processes.<br>The model emphasizes numerical precision, scalability, and low computational cost, with fully reproducible behavior across CPU, GPU, and hybrid hardware configurations.</p> <p>This release serves as a core reference for future research on reversible and dynamically stable learning architectures.<br>It includes proprietary mechanisms for normalization, propagation, and gradient control, implemented with strict reproducibility and hardware independence.</p> <p>Distributed for scientific and research purposes under<br>Creative Commons Attribution 4.0 International (CC BY 4.0) and<br>Creative Commons Attribution–NonCommercial 4.0 International (CC BY-NC 4.0).<br>© 2025 Ginés Espín Flores. All moral rights reserved.</p> <p> </p> |
| title | Limit ++ Base y HK |
| url | https://doi.org/10.5281/zenodo.17369454 |