ICML

Smartwatch-Based Sitting Time Estimation in Real-World Office Settings

基于智能手表的现实办公环境中坐姿时间估计

Olivia Zhang, Zhilin Zhang

机构 * The Hockaday School（霍克黛学校） ； Lumos Alpha 纠错

AI总结 本文提出利用智能手表IMU信号中的旋转向量序列估计坐姿时间，通过实验验证其在自然环境中的有效性。

Comments Accepted at the 18th International Conference on Machine Learning and Computing (ICMLC 2026), February 6-9, 2026

Burst-dependent plasticity and dendritic amplification support target-based learning and hierarchical imitation learning

脉冲依赖可塑性与树突放大支持基于目标的学习和分层模仿学习

Cristiano Capone, Cosimo Lupo, Paolo Muratore, Pier Stanislao Paolucci

AI总结 本文提出一种多室神经元模型，通过脉冲和树突输入分离实现生物目标学习，支持分层模仿学习，分解复杂决策任务。

Comments 9 pages, 3 figures

Journal ref Proceedings of the 39th International Conference on Machine Learning, PMLR 162, 2625 (2022)