@inproceedings{32cb5da9e8d349be851fcda146488756,
title = "A self-monitoring online sequential learning mechanism for feedfoward neural networks",
abstract = "The objective of online sequential learning is to make decisions on-the-fly. In this paper, we make a case for online sequential learning in the context of human activity recognition. Moreover, a mechanism to monitor learning online is introduced so as to avoid over-training and to reduce computational complexity. We consider a feed forward neural network with a single hidden layer for faster learning.",
keywords = "Feedforward neural networks, human activity recognition, online sequential learning",
author = "Bharadwaj, {Skanda S.} and Kumar, {R. Chandan} and Sumukha, {B. N.} and Koshy George",
note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2nd International Conference on Contemporary Computing and Informatics, IC3I 2016 ; Conference date: 14-12-2016 Through 17-12-2016",
year = "2016",
doi = "10.1109/IC3I.2016.7917929",
language = "English",
series = "Proceedings of the 2016 2nd International Conference on Contemporary Computing and Informatics, IC3I 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "23--28",
editor = "Aradhya, {V N Manjunatha} and Niranjan, {S K}",
booktitle = "Proceedings of the 2016 2nd International Conference on Contemporary Computing and Informatics, IC3I 2016",
address = "United States",
}