Explore Integer Gate Logic (IGL) through an interactive mathematical laboratory.
Adjust node weights, bias, and input values to investigate how the patented non-monotonic activation function produces Boolean logic, graded nonlinear responses, and fixed-point integer computations. Experiment with AND, OR, XOR, XNOR, NAND, and NOR configurations; explore the activation curve and three-dimensional response surface; and observe how discrete parameter changes affect computational behavior. (also view the Demonstration Video linked below).
Integer Gate Logic Laboratory
Experiment with exact Boolean gates, graded logic, non-monotonic activation, and scaled-integer inference—all calculated live in your browser.
2 · Patented five-region activation
zero → rise → fall → rise → plateauf(S) = 0 for S ≤ 0; S for 0 < S ≤ P; 2P − S for P < S ≤ 2P; S − 2P for 2P < S ≤ 3P; P for S > 3P.
3 · Live truth table
Exact XOR| X₁ | X₂ | S | Region | Y/P | Response |
|---|
4 · Arithmetic trace
Region II · rising5 · 3D response surface
X₁, X₂ ∈ [0,1]The colored surface shows Y/P as both inputs vary continuously. The white dot marks the selected live input. In fixed-point mode, the surface reflects input and parameter quantization.
6 · Illustrative local candidate search
Not full IGL trainingExplore six nearby changes (±step in W₁, W₂, B), score the four Boolean examples against a target, and accept the best improvement. No derivatives.
Mean squared error: · tested candidates/step: 6
