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This lecture covers the processing of neural signals for brain-computer interfaces, focusing on decoding techniques such as Kalman filters and spike sorting. It explores the extraction of information from cortical signals, including ECOG signals for grasping and speech decoding. The presentation delves into the challenges of low-power decoding and the use of high-level brain areas for BMI control.