Artificial intelligence can learn and remember how to do multiple tasks by mimicking the way sleep helps us cement what we learned during waking hours
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at the Czech Academy of Sciences in the Czech Republic. Lifelong learning is how humans accumulate knowledge to adapt to and solve future challenges.– a connected grid of artificial neurons resembling the human brain’s structure – to learn two different tasks without overwriting connections learned from the first task. They accomplished this by interspersing focused training periods with sleep-like periods.
The team first tried training the neural network on the first task, followed by the second task, and then finally adding a sleep period at the end. But they quickly realised that this sequence still erased the neural network connections learned from the first task.
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