Nipactivity Forum 2021 Free Jun 2026

Emerging Methods and Tools Researchers presented advances in causal inference for activity data, sequence modeling with transformers, and federated learning for cross-device insights without centralizing raw data. Tooling for explainability and model monitoring was highlighted as essential for operational safety and regulatory compliance.

There was a significant push toward automated auditing tools. Speakers highlighted how AI and machine learning were no longer "future tech" but essential components of a modern compliance department. nipactivity forum 2021

The proceedings of the NIPActivity Forum 2021 were published as a special issue of Neuropsychoanalysis (Vol. 23, Issue 2, Spring 2022), edited by Maggie Zellner and Aikaterini Fotopoulou. Video recordings remain available to society members through the NIPActivity Digital Archive. Emerging Methods and Tools Researchers presented advances in

Harmer bridged the gap toward psychiatry, presenting longitudinal data on how brief affective bias modification tasks change amygdala-prefrontal connectivity within hours. She proposed that antidepressants may work partly by altering affective prediction errors before mood improves — a finding that reshaped several clinical workshops later in the forum. Speakers highlighted how AI and machine learning were