threshold-xnor4 / README.md
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metadata
license: mit
tags:
  - pytorch
  - safetensors
  - threshold-logic
  - neuromorphic

threshold-xnor4

4-input XNOR gate. Outputs 1 when an even number of inputs are 1 (0, 2, or 4).

Architecture

Tree structure: XNOR4(a,b,c,d) = XNOR(XNOR(a,b), XNOR(c,d))

a,b ──► XNOR ──┐
               β”œβ”€β”€β–Ί XNOR ──► output
c,d ──► XNOR β”€β”€β”˜

Parameters

Neurons 9
Layers 4
Parameters 27
Magnitude 27

Usage

from safetensors.torch import load_file

w = load_file('model.safetensors')
# See model.py for forward pass

License

MIT