IA-RedeNeural-ESTUDOS
Neste documento irei documentar todo minha estrutura de estudos e link que usei para aprender.
1 - O que sao neuronios e como funcionam
video - https://pt.khanacademy.org/science/biology/human-biology/neuron-nervous-system/v/anatomy-of-a-neuron
Dendrites - https://pt.wikipedia.org/wiki/Dendrito Sinapse - https://pt.wikipedia.org/wiki/Sinapse Soma (corpo) - https://en.wikipedia.org/wiki/Soma_(biology)
2 - McCulloch Pitts Neuron (Permite apenas operadores Binarios/Logicos - 0/1)
https://medium.com/hackernoon/mcculloch-pitts-neuron-deep-learning-building-blocks-7928f4e0504d https://jameshfisher.com/2019/05/27/what-is-a-mcculloch-pitts-neuron/ https://towardsdatascience.com/mcculloch-pitts-model-5fdf65ac5dd1
4 - Universal Approximation Theorem
https://hackernoon.com/illustrative-proof-of-universal-approximation-theorem-5845c02822f6
5 - Perceptron
https://hackernoon.com/perceptron-deep-learning-basics-3a938c5f84b6
6 - Sigmoid Neuron
https://en.wikipedia.org/wiki/Sigmoid_function https://towardsdatascience.com/sigmoid-neuron-deep-neural-networks-a4cd35b629d7 https://towardsdatascience.com/sigmoid-neuron-learning-algorithm-explained-with-math-eb9280e53f07
7 - Feedforward Neural Networks
https://hackernoon.com/deep-learning-feedforward-neural-networks-explained-c34ae3f084f1 https://hackernoon.com/building-a-feedforward-neural-network-from-scratch-in-python-d3526457156b
8 - Supervised_learning
https://en.wikipedia.org/wiki/Supervised_learning
9 - Videos
- Fazendo uma Rede Neural do Zero! #1 - FeedForward
https://www.youtube.com/watch?v=d8U7ygZ48Sc - portuguese
10 - Introduction to Deep Learning - Deep Learning basics with Python
https://pythonprogramming.net/introduction-deep-learning-python-tensorflow-keras/
https://hackernoon.com/%EF%B8%8F-big-challenge-in-deep-learning-training-data-31a88b97b282