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This lecture covers the design and applications of miniaturized CMOS interfaces for neural signals processing and neurostimulation. Topics include brain-machine interfaces, closed-loop neuromodulation, neural signal recording, and stimulation methods. The instructor discusses the need for miniaturization, hardware advancements, and future trends in neural interface technology.