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Self-learning Neuromorphic Chip Market Share, Insights by 2031 Neuromorphic chips come with artificial neurons and artificial synapses that mimic the activity spike that occurs in the human brain. The chip has the ability to learn continuously due to its synaptic plasticity. This results in smarter, far more energy efficient computing systems.