Changes between Version 7 and Version 8 of Other/Summer/2015/eBio
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- Jul 27, 2015, 5:13:20 PM (9 years ago)
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Other/Summer/2015/eBio
v7 v8 1 = = Body Sensor Networks ==1 = Body Sensor Networks = 2 2 3 3 [[TOC(Other/Summer/2015*, depth=3)]] 4 4 5 == = Introduction ===5 == Introduction == 6 6 7 7 Biological data is increasingly easy to collect with the development of simpler and cheaper biosensors. This type of data has important implications for the future of healthcare, health monitoring, and physiologically integrated technology. The goal of this project is to develop an integrated platform for the analysis of various types of biological data, which can be used to classify and analyze new data, as well as employ biological data for practical applications ranging from diagnosis to physiologically responsive devices, and more. 8 8 9 9 10 == = Project Overview ===10 == Project Overview == 11 11 12 12 In order to accurately classify and analyze biological data, a number of functions are needed. In particular, known characteristic patterns visible in data such as EEG (electroencephalography) or EKG (electrocardiography) must be recognized by the system in order to make reasonable decisions. … … 17 17 18 18 19 === Tools/ Resources === 19 == Data Collection == 20 21 Data was collected using the OpenBCI open source bioelectric recording platform. 22 23 === Initial BCI data === 24 25 Experimental setup: 26 27 The images below show a general EEG headplot, mapping commonly used electrode locations, as well as a marked-up headplot showing the electrode locations used for collecting the data for this experiment. 28 29 30 == Tools/ Resources == 20 31 21 32 [http://www.cs.waikato.ac.nz/ml/weka/ Weka] … … 28 39 29 40 [https://www.cooking-hacks.com/documentation/tutorials/ehealth-biometric-sensor-platform-arduino-raspberry-pi-medical Libelium e-Health Sensor Platform] 41 42 [http://sccn.ucsd.edu/eeglab/ EEGLAB] 43 44 [http://sccn.ucsd.edu/wiki/BCILAB BCILAB]