This beautifully highlights & brings in perspective the evolution of neural networks.
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<sarcasm> Nothing that millions of years of compute time using DL can’t evolve, right? </sarcasm>
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"Our findings suggest that it is likely that an ancient microcircuit that already existed in the last common stem amniote might have been evolutionarily conserved and partly modified in birds and mammals."https://science.sciencemag.org/content/369/6511/eabc5534 …
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Beautiful idea. We stand on the shoulders of many creatures.
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Is there a good survey of what you call 'the innate cognitive priors that we have about the world around us' that you know of?
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unless they are created....
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What priors do you think we have? And why do you think we cannot learn them on the job rather than be priors.
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Relating hunger to need for food seems like a pre-wired prior
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Interesting thing is that they are extremely efficient and often do not involve color. More pointedly, our visual systems are extremely good at classifying things it has never seen before based on geometry. Perhaps that is where more research should be placed.
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