Real-Time Electrocardiogram(ECG) Anomaly Detection System using HTM

In this projects, We build real-time Electrocardiogram(ECG) anomaly detection system using HTM. This system will detect Palpitation, Arrhythmia and Heart Rate anomaly.

To collect data, we use some hardware, SparkFun SEN-12650 and Arduino. This system's total cost is under $50.

$ python2.7 take_data.py

$ gnuplot
set datafile separator ","
plot "< head -1000 sample_ecg.txt" with line

To swarming, Use next command.

cd swarming
${NUPIC}/scripts/run_swarm.py search_def.json --maxWorkers=4 --overwrite

run with CSV file

python2.7 run.py --plot

Use NuPIC.

Write here more detail.

• SEN-12650 - SparkFun's Single Lead Heart Rate Monitor
  • AD8232 installed.
  • Good tutorial
• Arduino Pro Mini

Real-Time streaming data from ECG device.

Take ECG data with anomaly.