Which tasks can a simple perceptron do? Im learning about neural

>>8972617

shut up

>>8972618
appreciate the bump tho

>>8972617

perceptron what

>>8972625
basic form of an artificial neural network. Inputs, neuron, activation function

>>8972617
recognize shapes
read letters
control the universe
sort items

>>8972644
>simple perceptron
one neuron, only simple things

Sum. Weighted sum. Calculate averages.

>>8972617
>Which tasks can a simple perceptron do

Why don't you read the chapter to learn that very question?

Single perceptrons can only learn linearly separable tasks.

>>8972617
Mapping string landscape.
Start with Calabi-Yau from reflexive polytopes. Predict how many generation each object has, whether Hodge numbers are high or low, and so on.
You can easily generate the dataset.

>>8972617
Code a protein structure predictor.

>>8972844
>>8974225
kek

>>8972816
only if the perceptron is using a linear function, it doesn't have to

>>8974403
Not true. Doesn't matter what activation function you use, a single perceptron will always remain linear.

>>8974403
false

activation function describes how perceptron converges on solution

>>8974519
what if you square your inputs?

>>8974524
Still linear.

>>8974524
if i gave you the equation y = 3*f(x),
is y linear?

>>8972626
>>8972625
perceptron is anything that can store information and react to it, or something like that, theres a good article on perceptronium exct. and describing it as a state of matter, I can look for it if you want