SymBrain: A Biomimetic Neuro-Symbolic Architecture for Small Language Models
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| Format: | Recurso digital |
| Sprache: | Englisch |
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2026
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| _version_ | 1866902257834917888 |
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| author | Callens, Xavier |
| author_facet | Callens, Xavier |
| contents | SymBrain: A 3-hemisphere neuro-symbolic architecture using Qwen2.5-Math-7B and Ministral-8B coordinated by an executive Prefrontal Cortex bridge. Achieves SOTA reasoning for its class (GSM8K: 88.50%, MATH: 58.41%, Physics: 56.09%) with 21.9% power savings. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20397720 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | SymBrain: A Biomimetic Neuro-Symbolic Architecture for Small Language Models Callens, Xavier Neuromorphic Computing Neuro-Symbolic Small Language Models Green AI Biomimetic Co-Inference Prefrontal Cortex SymBrain: A 3-hemisphere neuro-symbolic architecture using Qwen2.5-Math-7B and Ministral-8B coordinated by an executive Prefrontal Cortex bridge. Achieves SOTA reasoning for its class (GSM8K: 88.50%, MATH: 58.41%, Physics: 56.09%) with 21.9% power savings. |
| title | SymBrain: A Biomimetic Neuro-Symbolic Architecture for Small Language Models |
| topic | Neuromorphic Computing Neuro-Symbolic Small Language Models Green AI Biomimetic Co-Inference Prefrontal Cortex |
| url | https://doi.org/10.5281/zenodo.20397720 |