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threshold-xnor4-mag21
phanerozoic/threshold-xnor4-mag21
threshold-xnor4-mag21 is a machine learning model from phanerozoic. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
4-input XNOR gate using tree architecture with mag-7 XNOR components.
All-time downloads
55
Public
Parameters
27
1.5 KB on disk
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0
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Repo makeup
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.py2.8 KB · 43%
At a glance
- License
- mit
- Access
- Public
- Created
- Jan 23, 2026
- Updated
- Jan 23, 2026
- SHA
- 880c1adc
Model card
From the Hugging Face model README
threshold-xnor4-mag21
4-input XNOR gate using tree architecture with mag-7 XNOR components.
Note: A flat architecture may achieve lower magnitude. Architecture search not yet performed.
Architecture
Tree structure: XNOR4(a,b,c,d) = XNOR(XNOR(a,b), XNOR(c,d))
Uses mag-7 XNOR weights for all 3 stages.
Parameters
| Neurons | 9 |
| Layers | 4 |
| Parameters | 27 |
| Magnitude | 21 |
Construction
Magnitude 21 = 3 × 7, using mag-7 2-input XNOR components.
License
MIT
- License
- mit
- Created
- Jan 23, 2026
- Updated
- Jan 23, 2026