sibosutd / cnn-timeseries

Use CNN to classify time series data for activity recognition

cnn-timeseries

Use CNN to classify time series data for activity recognition

Dependency

• MatConvNet: MatConvNet page

Paper

• Jianbo Yang, MinhNhut Nguyen, PhyoPhyo San, Xiaoli Li and Shonali Krishnaswamy "Deep Convolutional Neural Networks on Multichannel Time Series For Human Activity Recognition," International Joint Conference on Artificial Intelligence (IJCAI), 2015. [PDF]

Usage

• Copy this folder into <path>/examples/.
• Run cnn_mnist_experiments.m

Dataset

• Multimodal Egocentric Activity Dataset