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Explainable Artificial Intelligence Solutions Applied to Neural and Behavioral Data

Date/Time:

Location: Washington Marriott at Metro Center, Washington, D.C.

Sponsored by:
National Institute of Mental Health

On November 10, 2017, NIMH convened a workshop to discuss the development of explainable artificial intelligence (XAI) solutions to guide basic and clinical interventions, and to inform our understanding of complex brain-behavioral data in the context of intelligent neuro-behavioral modulation. Attendees explored a variety of topics including the application of XAI solutions to neuroscience and psychiatric datasets; efforts to draw XAI scholars to the fields of neuroscience and psychiatry; and, strategies to ensure open cross-talk among investigators in this nascent field.