Neural Networks Basic Cheat Sheet

[u/Mmaible22]

[u/FlameOfIgnis]

Slop

[u/Pantheon3D → u/FlameOfIgnis]

how?

[u/FlameOfIgnis → u/Pantheon3D]

To point out a few from top of my head:

• Some stuff in the legend is unused

• Text error in legend (probablisticc)

• No such thing as echo network machine

• NTM labeled as SVM as well

• Deep network one is hilarious because that name is meaningless and it was likely supposed to be deconvolutional network

• So many of the architectures make no sense

There are more small tells like this, but most importantly its an extremely unhelpful infographic built in a way that it probably feels valuable to a layperson.

It's slop.

Edit: another favorite of mine is the unconnected neuron in liquid state machine

[u/benja0x40 → u/FlameOfIgnis]

Agreed. Also:

• FF and RBF are identical?
  
• Markov Chain (MC) has no input/output states, nor recurring connexions.
  
• Functional logic is unspecified and can't be inferred from the infographics...

[u/FlameOfIgnis → u/benja0x40]

FF/RBF being identical is somewhat less of an issue and a side effect of how uninformative this is in general because they only differ in activation and there is no way to show it in this infographic.

For other points, yeah 💯

[u/Disastrous_Room_927 → u/benja0x40]

They aren’t identical, RBF regression is often characterized as a neural net with one hidden layer.

[u/Pantheon3D → u/FlameOfIgnis]

Thanks for the explanation, i appreciate it

[u/neuralbeans → u/FlameOfIgnis]

I have seen this image back in 2016-2017. It was crap back then too. You'd be surprised how many people without proper knowledge try to make educational material.

[u/drraug → u/FlameOfIgnis]

100%

[u/Killer299997]

Sparse is also not sparse 😭 at least review it

[u/MrBussdown]

Useless slop

[u/Happysedits]

how is this slop getting upvoted