Neuromorphic Chip discussion is the one that is really a step forward in computer learning, as it mimics the functioning of neurons and synapses in the brain. While the idea itself is a few decades old and the current applications are definitely niche, it is already opening doors to far more efficient use of learning algorithms which lends a lot of credence to claims from companies like Intel and IBM of seeing a computer with a true digital brain within the next 5 to 10 years.
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