This challenge is to calculate the Neural Net Bias Dual Output Perceptron vector,PY and Pclass, given X, WH, and WP using Sigmoid on the hidden layer and Softmax on the output layer. Test Cases will be all two input conditions for functions XOR, XNOR, AND, NAND, OR, and NOR.
X wll be a 4x3 matrix creating a Dual output PY 4x2 matrix. PY(:,1) is Expectation of 0 and PY(:,2) is Expectation of 1 for each case. PY values shall all be <0.25 or >.75 The Pclass must match the Logical Function expectation where Pclass is the column of PY with max value per row, col1=Logic0 and col2=Logic1.
[PY,Pclass]=Calc_Dual_Bias_Perceptron(X,WH,WP)
The function template includes the code to create this figure using Matlab Latex
Solve

Solution Stats

7 Solutions

6 Solvers

Last Solution submitted on Jul 26, 2026

Last 200 Solutions

Solution Comments

Show comments

Problem Recent Solvers6

William Chris Cleveland George Berken Dyuman Joshi

Suggested Problems

More from this Author306

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!