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Recent Posts

Updated benchmark dataset v1.1

We just updated the U.S. census benchmark dataset (introduced and described in the original paper). It was brought to our attention that 16 of the recordings...

Accepted manuscript

Now that the 12 month embargo period has passed, I can share the “accepted manuscript” version of the paper. This is identical, except in formatting, to the ...

Clock-aligned results

I’ve had a few discussions in the last month on using the model to score data during the daytime for both a follow-up scientific study as well as personal re...

History and future plans for CSG

Below is the history of and my future plans for cardiosomnography (CSG). I will try to keep this post evergreen. 2009-2013 My self-initiated research beg...

Interesting findings

Since I had published the diagram of “roughly” the ECG scaling that should be used for the network input, I have wanted to quantify how much that scaling mat...