THE FUTURE IS HERE

AI Now

The Origin of Neural Networks

We often don’t realize just how much we interact with AI every day. In just a few years, it has quietly become woven into our daily lives. Yet the history of neural networks is rarely talked about. Many of the techniques behind modern AI were actually invented long ago… so let’s take a journey through history to discover how neural networks came to be!

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All of the sources are in this google docs file:
https://docs.google.com/document/d/1_36RbhIB8Js0IlMqHVPR8uI-gBkMefOH-FVVHK8Tzzg/edit?usp=sharing

You can also follow me here:
Instagram: / the_code_stories
Tiktok: / thecodestories

Music:
Prestige – Howard Harper-Barnes: https://www.youtube.com/watch?v=gOvHC7SY-dU
Shout It Out – OTE: https://www.youtube.com/watch?v=8VYIPLhis_Q
Under the Radar – Martin Landstrom: https://www.youtube.com/watch?v=YGS-5QO9Ix0
Monkey Madness – Mike Franklyn: https://www.youtube.com/watch?v=BzNCKgjU6HI
Progressive Progress – Howard Harper-Barnes: https://www.youtube.com/watch?v=EFPQmjHErFs
Greater Than You or I – Gavin Luke: https://www.youtube.com/watch?v=5c3QhSgWDUg
Jocelyn’s Dream – Howard Harper-Barnes: https://www.youtube.com/watch?v=z0CTt9myLEY
Sunset Drive – Future Joust: https://www.youtube.com/watch?v=uaghduJPg8c
Orbital Romance – Sir Cubworth: https://www.youtube.com/watch?v=ADgN-QJkENg
London – Howard Harper-Barnes: https://www.youtube.com/watch?v=G7gUOIZEMaE
The Rose Garden – Howard Harper-Barnes: https://www.youtube.com/watch?v=owZLfxucqxs
Flux De La Rivière – Howard Harper-Barnes: https://www.youtube.com/watch?v=OoDp1qVZbsU
Comfort Me – Isobel O’Connor: https://www.youtube.com/watch?v=VAZkvbySEHw

All of the songs were obtained either from Epidemic Sounds, or the youtube audio library.

#madewithmotioncanvas

Chapters:

0:00 – 0:36 – Intro
0:37 – 2:50 – The McCulloch-Pitts Neuron
2:51 – 4:36 – The Perceptron
4:37 – 5:42 – Complete Success
5:43 – 7:02 – The non-linearity problem
7:03 – 8:49 – Alexey Ivakhnenko’s solution
8:50 – 11:34 – The forward Pass
11:35 – 14:06 – Stochastic Gradient Descent
14:07 – 17:59 – Backpropagation
18:00 – 19:23 – NetTalk & ALVINN
19:24 – 20:43 – AI’s biggest struggle
20:43 – 21:12 – Outro