I think science is just a subset of nature. Nature is the sample space. We can invent new things if we just try to look at things closely which look very obvious to our eyes. A child copies whatever she/he sees around her/him , they see the patterns and follow them and that's how deep learning models are also trained...by looking at data and finding patterns. Humans learn by making mistakes and so do the models! We make mistakes and then calculate the loss and try to improve the weights of our parameters. The artificial neuron is also copied from the real neuron. I think we should send curious AI researchers and highly qualified neuro-surgeons on a nature trip where they can discuss more about the brain and maybe then we can get more ideas about AI development. We just have to know the biological computer (brain) really well to make the best digital computer. Nature is the best inspiration.
-Yatika Jena
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