I recorded spontaneous miniature currents from neurons in the brainstem at different time points (postnatal day 3 to day 18 in mice). The detection of these small currents (amplitudes ranging between 10pA and 100pA, most of them are between 10pA to 30pA in size) have been a nightmare. What I have been doing currently is to create a template using the trace I record at each age with about 10 typical currents then detect the number of current wavelets using the template with varying detection threshold (1 to 4). The trouble is, for different age groups, the signal to noise ratio is different e.g. at younger ages, the current amplitudes are small so the signal to noise ratio is low, and vice versa. So I have been using higher detection threshold (4) for young animals and low detection threshold (1 or 2) for older animals. However, sometimes there are still noise picked up and not all current wavelets can be detected. My noise level is around 10pA with 5kHz low pass filter, but I filter offline at 1kHz low pass and the noise level is around 5pA.
Does anyone know a better way to detect these spontaneous miniature currents (ideally with softwares I have or free softwares I can easily obtain)? I have Clampfit9 and Origin Pro 8.2. The number of spontaneous currents in each trace is over 1000 so doing it manually would be impossible.