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đïž AI in EEG Analysis, ICA vs PCA, and Neurofeedback with Kids | NeuroNoodle Neurofeedback Podcast
Manage episode 515242690 series 2836698
Join Jay Gunkelman, QEEGD (the man who has analyzed over 500,000 brain scans), Dr. Mari Swingle, author of i-Minds, and host Pete Jansons for another engaging NeuroNoodle Neurofeedback Podcast episode discussing neuroscience, psychology, mental health, and brain training.â Topic 1 Explained: Jay critiques the current state of AI in EEG interpretation, emphasizing the risks of overreliance and false positives without expert oversight.â Topic 2 Deep Dive: The panel explores Independent Component Analysis (ICA) vs. Principal Component Analysis (PCA) for artifact removal, highlighting the importance of correct statistical assumptions.â Topic 3 Insights: Techniques for conducting EEG and neurofeedback with squirmy kids, including behavioral strategies, reward systems, and clinical flexibility.â Additional Topics:đŻ The âTreasure Chestâ method for rewarding child participantsđȘ Brain driving and training engagement for childrenđĄ How often to share training scores with clientsđ» Isabella Harsonâs recovery from epilepsy and her Suisun Summit storyđŽ The role of peptides and supplements in EEG and neurofeedbackđïž Why Michael Pierceâs insights on nutrition and brain health are vitalđ Student grant funding through Suisun Summit recordingsđ Key Moments:0:00 Welcome0:30 Q/A Show Link https://www.youtube.com/live/BEloA3uU...0:34 Jay Gunkelman not satisfied with EEG OCR and AI yet7:40 PCA/ICA Principal Component AnalysisâGaussian vs. Non-Gaussian Distributions (Artifact Removal with AI)19:28 Squirmy kids and getting a good EEG or Neurofeedback training22:22 Treasure Chest rewards for kids23:12 Brain Driving with kids25:04 When do you give kids toy rewards?31:40 Should Tech keep training scores from client37:10 Isabella spoke at Suisun Summit on her positive experience with Neurofeedback and epilepsy38:14 Peptides and effects on EEG Recording and Neurofeedback39:05 We need Michael Pierce to come back on to talk about nutrition and EEGâ Event & App Updates:Dr. Mari Swingle's Apps & Info: https://swinglesonic.comJay Gunkelman's Events & Info: https://suisuncitysummit.comâ Help us keep the NeuroNoodle Podcast going!Support us on Patreon đ / neuronoodle â Enjoy the show? Like, subscribe, and shareâit helps us reach more listeners. Hit the bell icon đ for episode notifications!đ Join us LIVE every Wednesday at 6 PM CST | 4 PM PST | 7 PM EST for a Q&A on mental health, brain training, and neurofeedback!#NeuroNoodle #NeurofeedbackPodcast #AI #EEG #Neurofeedback #JayGunkelman #PeteJansons #MariSwingle #BrainHealth #MentalHealth
383 epizĂłdok
đïž AI in EEG Analysis, ICA vs PCA, and Neurofeedback with Kids | NeuroNoodle Neurofeedback Podcast
NeuroNoodle Network Podcast: Neurofeedback & Wellness Podcast
Manage episode 515242690 series 2836698
Join Jay Gunkelman, QEEGD (the man who has analyzed over 500,000 brain scans), Dr. Mari Swingle, author of i-Minds, and host Pete Jansons for another engaging NeuroNoodle Neurofeedback Podcast episode discussing neuroscience, psychology, mental health, and brain training.â Topic 1 Explained: Jay critiques the current state of AI in EEG interpretation, emphasizing the risks of overreliance and false positives without expert oversight.â Topic 2 Deep Dive: The panel explores Independent Component Analysis (ICA) vs. Principal Component Analysis (PCA) for artifact removal, highlighting the importance of correct statistical assumptions.â Topic 3 Insights: Techniques for conducting EEG and neurofeedback with squirmy kids, including behavioral strategies, reward systems, and clinical flexibility.â Additional Topics:đŻ The âTreasure Chestâ method for rewarding child participantsđȘ Brain driving and training engagement for childrenđĄ How often to share training scores with clientsđ» Isabella Harsonâs recovery from epilepsy and her Suisun Summit storyđŽ The role of peptides and supplements in EEG and neurofeedbackđïž Why Michael Pierceâs insights on nutrition and brain health are vitalđ Student grant funding through Suisun Summit recordingsđ Key Moments:0:00 Welcome0:30 Q/A Show Link https://www.youtube.com/live/BEloA3uU...0:34 Jay Gunkelman not satisfied with EEG OCR and AI yet7:40 PCA/ICA Principal Component AnalysisâGaussian vs. Non-Gaussian Distributions (Artifact Removal with AI)19:28 Squirmy kids and getting a good EEG or Neurofeedback training22:22 Treasure Chest rewards for kids23:12 Brain Driving with kids25:04 When do you give kids toy rewards?31:40 Should Tech keep training scores from client37:10 Isabella spoke at Suisun Summit on her positive experience with Neurofeedback and epilepsy38:14 Peptides and effects on EEG Recording and Neurofeedback39:05 We need Michael Pierce to come back on to talk about nutrition and EEGâ Event & App Updates:Dr. Mari Swingle's Apps & Info: https://swinglesonic.comJay Gunkelman's Events & Info: https://suisuncitysummit.comâ Help us keep the NeuroNoodle Podcast going!Support us on Patreon đ / neuronoodle â Enjoy the show? Like, subscribe, and shareâit helps us reach more listeners. Hit the bell icon đ for episode notifications!đ Join us LIVE every Wednesday at 6 PM CST | 4 PM PST | 7 PM EST for a Q&A on mental health, brain training, and neurofeedback!#NeuroNoodle #NeurofeedbackPodcast #AI #EEG #Neurofeedback #JayGunkelman #PeteJansons #MariSwingle #BrainHealth #MentalHealth
383 epizĂłdok
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