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Not exactly unsupported. There are a bunch of papers showing a correlation between patterns of brain activation and weights activations inside an AI model when
by rafaelero 4y ago
Not exactly unsupported. There are a bunch of papers showing a correlation between patterns of brain activation and weights activations inside an AI model when they are given the same task or stimuli. And this correlation increases with AI model accuracy. Doesn't that suggest that AI models are partly mimicking the same human reasoning pathways?
- dekhn 4y agoThis is an open and active question, but there really isn't any literature that's strongly trusted to show that there is a truly deep relationship between how current machine learning models operate (at the mathematical level) and how brains work. The suggestion is there, no doubt, but it's unclear where that suggestion will ultimately lead. There certainly has been quite a deal of health cross-fertilization between neuroscience and computer science.
- YorkshireSeason 4y agoIt seems save to say that ML has been moving further and further away from what neuroscience suggests, and towards efficient execution on fast GPUs and TPUs. That's in part b/c neuroscience is currently not equipped to explain how human high-level intelligence works.