Neuromorphic Engineering
Activity-dependent synaptic pruning is a biological process where excess synapses in the brain are eliminated based on their activity levels and usefulness. This mechanism plays a critical role in refining neural circuits during development and learning, ensuring that only the most active and relevant synapses are maintained while less active ones are pruned away. This process is fundamental for optimizing brain function and supports self-organization and unsupervised learning, as it allows neural networks to adapt based on experience and environmental interactions.
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