(adsbygoogle = window.adsbygoogle || []).push({}); 1. The problem statement, all variables and given/known data

Implement (AND, NAND) gates using MATLAB.

2. Relevant equations

3. The attempt at a solution

I've succeeded to implement a single perceptron that has a single output and multi inputs.

Here is the code I've written

--------------------------------------------------------------------------

P = [0 0 1 1;0 1 0 1] %Pattern

T = [0 0 0 1] %Target

net = newp(minmax(P),1)

net = train(net,P,T)

--------------------------------------------------------------------------

I need two output terminals, AND results goes to the first terminal and the inverted AND (NAND goes to the other terminal).

I've referred to MATLAB help

Description

train trains a network net according to net.trainFcn and net.trainParam.

train(net,P,T,Pi,Ai,VV,TV) takes

netNetworkPNetwork inputsTNetwork targets (default = zeros)PiInitial input delay conditions (default = zeros)AiInitial layer delay conditions (default = zeros)VVStructure of validation vectors (default = [])TVStructure of test vectors (default = [])

When I tried to rewrite my code with a 2 row target matrix I've got an error as follows

P = [0 0 1 1;0 1 0 1] %Pattern

T = [0 0 0 1;1 1 1 0] %Target

net = newp(minmax(P),1)

net = train(net,P,T)

??? Error using ==> network.train

Targets are incorrectly sized for network.

Matrix must have 1 rows.

Error in ==> AndGate at 4

net = train(net,P,T)

My question is, how can I set two output terminals instead of single output terminal? as I need one terminal for AND gate and the other for NAND gate.

Thanks.

1. The problem statement, all variables and given/known data

2. Relevant equations

3. The attempt at a solution

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# Homework Help: Constructing neural netowrk (perceptron)

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