Neuron Math Simulator
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Neuron Math Simulator

Neuron Math Simulator

A scientifically accurate mathematical model of a single AI neuron.

Adjust the inputs (x) and weights (w). The neuron calculates the dot product (z) and applies an activation function to generate the output (y).

x 1. Inputs (x)

w 2. Weights (w) & Bias (b)


0.00

f 4. Activation Function

x₁ x₂ x₃ w₁ w₂ w₃ Σ z f(z) b y

3. Mathematical Operations

Dot Product (Weighted Sum)
z = (x₁ · w₁) + (x₂ · w₂) + (x₃ · w₃) + b
z = (0 × 0) +
(0 × 0) +
(0 × 0) +
0
z = 0.000
Activation
y = f(z)
y =
y = 0.000