threshold-greaterthanorequal

1-bit greater-than-or-equal comparator. Outputs 1 when a >= b.

Function

gte(a, b) = 1 if a >= b, else 0

Equivalent to: a OR NOT(b) (reverse implication)

Truth Table

a	b	a >= b
0	0	1
0	1	0
1	0	1
1	1	1

Architecture

Single neuron: weights [1, -1], bias 0

Fires when: a - b >= 0, i.e., a >= b

Parameters

Inputs	2
Outputs	1
Neurons	1
Layers	1
Parameters	3
Magnitude	2

Usage

from safetensors.torch import load_file
import torch

w = load_file('model.safetensors')

def gte(a, b):
    inp = torch.tensor([float(a), float(b)])
    return int((inp @ w['neuron.weight'].T + w['neuron.bias'] >= 0).item())

print(gte(1, 0))  # 1
print(gte(0, 1))  # 0

License

MIT