Search Results - lahiru+wimalasena

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AI Model for Extracting Patterns from EMG Data
Application Aritificial neural network-based dynamical systems modeling on electromyography (EMG) data for simultaneously estimating de-noised, high-resolution muscle activation signals across multiple muscles with millisecond-timescale precision. Key Benefits Generates models that produce estimates that avoid trivial output solutions (e.g., replicating...
Published: 11/5/2025   |   Inventor(s): Lahiru Wimalasena, Chethan Pandarinath, Mohammad Reza Keshtkaran
Keywords(s): Algorithm, AI, and Machine Learning, Data Infrastructure and Analysis, Simulation, Training, and Modeling
Category(s): TechPub Algolia, TechPub Algolia > Software
Nonlinear Manifold Alignment Decoding (NoMAD) for Robust Brain-Machine Interfaces
Application Nonlinear Manifold Alignment Decoding for Brain-Machine Interface (BMI). Key Benefits Accurate, non-invasive prediction of gallstones in the bile duct. Based on readily available patient information. Market Summary Motor impairment is common in neurological conditions such as cerebral palsy, Parkinson’s disease, stroke, spinal...
Published: 12/5/2025   |   Inventor(s): Chethan Pandarinath, Mohammad Reza Keshtkaran, Lahiru Wimalasena, Yahia Ali, Andrew Sedler, Lee Miller, Josephine Wallner, Xuan Ma, Ali Farshchian, Brianna Karpowicz
Keywords(s): Algorithm, AI, and Machine Learning, Neurology and Pain Treatments
Category(s): TechPub Algolia > Software