More Insight Into How and What Convolutional Neural Networks Learn
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Pokémon fans, here’s an AI experiment that I hacked together last week. https://play.google.com/store/apps/details?id=app.harshit.pokedex Built using Tensorflow Lite and Firebase, It detects and identifies the Pokémon from the provided image. Would app…
Hi guys, just wanted to get a bit attention to amazing project which includes blockchain and artificial intelligence (both i believe will change our world). Project is called Matrix AI Network. Goal is to make blockchain simple to use with help of AI (…
Motivation:
I want to help “reach” AI. The whole notion of “AI” itself is a topic for discussion, but let’s just say my notion of AI is along the lines of what was discussed in Turing’s “Computing Machinery and Intelligence” paper.
I believe attention is a key component for that. Thus, in order to “reach” AI, we need to “reach” attention. We first need to formulate a precise and useful definition for “attention”. BEFORE THAT, let me cite some examples of the phenomenon I’m trying to describe.
Examples of ‘attention’:
For me, all these events are related. This seems to be a very important function for us. We have finite “resources” to think and we must use it wisely to survive! In the next session, I try to define it more precisely and from a computer science standpoint.
Towards a more precise definition:
In a world with scarce resources, attention is about orchestrating processes.
Data is virtually infinite.
The number of programs are also virtually infinite.
Thus, the number of processes, that is, the manipulation of some data by following the set of rules of a program, is also infinite.
However, the quantity of resources to execute these processes is finite.
Attention is the act of allocating resources to processes.
In other words, attention is the entity that, given context and goals, selects a set of processes (program-data pairs) and determines the quantity of resources to execute each of them.
SO, my questions to you all are:
What do you think about it all? Do you think it makes sense? Do you think attention can be thought as a phenomenon in itself? Do you think this definition I lay out is useful for us to help guide work on the subject?
Thanks
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Was honestly wondering how many of you think this is real or not? Looks really real. It’s musculature and high octane plasma makes me think it could be real. Not lots of followers. Clearly no proof of anyone saying it’s fake nor real. I do find it hard to believe it could be a robot.
Let me know what you guys think.
Links below
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