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ENTITY Jasmeet Singh Bindra

Jasmeet Singh Bindra

PulseAugur coverage of Jasmeet Singh Bindra — every cluster mentioning Jasmeet Singh Bindra across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_79203 ·

    EEG denoising models saturate capacity; reconstruction metrics fail downstream tasks

    A new research paper explores the capacity needed for deep learning models in EEG denoising, finding that performance saturates with models as small as 3-6.5K parameters. Despite this, current architectures often scale …

  2. RESEARCH · CL_79206 ·

    New framework reveals deep learning models' reliance on aperiodic signals

    Researchers have developed a spectral audit framework to analyze deep learning models processing physiological time series like EEG and ECG data. This framework reveals that models often rely on an aperiodic signal comp…