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This lecture covers the decoding techniques for neural signals, focusing on different types of invasive peripheral interfaces, signal processing approaches, and the possibility of combining them. It discusses the use of regenerative electrodes and intraneural electrodes for decoding hand movements, highlighting the potential for improving prosthesis control and reducing neuroma pain. The presentation includes detailed information on the experimental setup, signal processing strategies, and the results obtained from decoding various hand movements.