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Artificial Intelligence => General AI Discussion => Topic started by: keghn on October 05, 2017, 04:35:58 pm

Title: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on October 05, 2017, 04:35:58 pm
But what *is* a Neural Network? | Deep learning, Part 1:

https://www.youtube.com/watch?v=aircAruvnKk
Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: Kaeldric on October 05, 2017, 10:36:10 pm
Wow. I loved this lesson!
I already knew this concepts, but i probably wouldn't to able to explain them so clearly.

Thank you.

Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: yotamarker on October 06, 2017, 07:58:24 pm
that doesn't Xplain how it recognize 'a' and 'A'
Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on October 06, 2017, 09:00:42 pm
 NN would consider upper case a and lower case as two different things. Later on you would have to "OR" the two output together.
  But another layer could be added and train NN to do this.

Artificial Neuron: 
https://neil.fraser.name/hardware/neuron/ 


Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on October 17, 2017, 03:53:27 pm

Gradient descent, how neural networks learn | Deep learning, part 2: 

https://www.youtube.com/watch?v=IHZwWFHWa-w
Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on October 19, 2017, 05:23:32 pm

Deep Learning , Part 2: 
https://www.kdnuggets.com/2017/04/medical-image-analysis-deep-learning-part-2.html
Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on October 27, 2017, 02:03:20 pm

Inspired by brain’s visual cortex, new AI utterly wrecks CAPTCHA security: 

https://arstechnica.com/science/2017/10/inspired-by-brains-visual-cortex-new-ai-utterly-wrecks-captcha-security/
Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on November 03, 2017, 03:25:50 pm

Backpropagation calculus | Appendix to deep learning part 3: 

https://www.youtube.com/watch?v=tIeHLnjs5U8

Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on November 08, 2017, 02:51:25 pm
What is backpropagation and what is it actually doing? | Deep learning, chapter 3: 


https://www.youtube.com/watch?v=Ilg3gGewQ5U&t=3s
Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on November 10, 2017, 09:07:43 pm

Disney's AI Learns To Render Clouds | Two Minute Papers #204: 
https://www.youtube.com/watch?v=7wt-9fjPDjQ 

Title: Re: But what *is* a Neural Network? | Deep learning, Part 1
Post by: keghn on November 26, 2017, 01:01:36 am
The Universal Approximation Theorem for neural networks: 

https://www.youtube.com/watch?v=Ijqkc7OLenI