The priciples involved in:
The above simulation can be extended to include an external noise source, namely, powerline noise at 50Hz. See how the noise is affected by electrode spacing as well as the Common Mode Rejection Ratio (CMRR) of the preamplifier. Click here to start the simulation: Noise in the recording arrangement
The use of a notch filter to reduce the 50Hz noise, can be studied using the next program. Note that the use of the filter reduces the noise but, can also distort the signal. Moreover, unless the filter notch exactly matches the powerline noise frequency, it will be of little use. Click here to start the simulation: Notch filtering to reduce noise
The following simulation shows how ensemble averaging can be used to reduce noisy evoked potentials. The upper trace shows repeated raw traces of evoked responses. The lower trace shows the accumulated average. Use the reset button to start averaging afresh. If the evoked response changes (try changing the stimulus PW or PA to achieve this), then the latency and amplitude can changed. Observe that the ensemble average is slow in tracking such changes. Compare this with weighted ensemble averaging. Click here to start the simulation: Averaging Evoked Potentials
For details of the mathematics behind some of the above simulations see:
Suresh R. Devasahayam, Signals and Systems in Biomedical
Engineering: Signal Processing and Physiological Systems Modeling.
Kluwer Academic/ Plenum Publishers, New York, June 2000.
Suresh Devasahayam