N170 Detection (Or Why Your Brain Picks Faces Over Rolex Watches)

— Written by Petar Damjanovic —
If I were to show you a photo of a Rolex watch and a face of an unknown person, you’d probably be more interested in the prestigious, shiny object than the random stranger, right? However — and this may come as a surprise — your brain is much more modest and more of a social being than you think you are! 🙂
Evidence indicates that our brain reacts differently when it sees a face from when it sees any other object. This likely has to do with the way human brains have evolved, recognizing faces as something of a greater importance than random stuff.
And so we arrive at the N170 from the title of this blog post. What exactly does it mean? It‘s a very peculiar spike in EEG recordings: one that is observed approximately 170 milliseconds after a person has been exposed to a stimulus. Multiple papers state that this N170 has a higher amplitude when the stimulus is a human face rather than anything else. And that’s exactly what I set out to prove using the Human SpikerBox and several other electronic devices.
The general idea of the experiment was to record EEG of the subject as they watch a presentation consisting of photos of human faces and wristwatches. In the presentation, photos of faces and watches flash in random order, with grey screens in between. As soon as a face or a watch pops up, the goal was to send event markers to the SpikerBox and feed them into the EEG recording.
Now that the EEG recordings got their event markers, I was able to extract some valuable data of interest — such as when exactly the spike appears and what its amplitude is. The results were close to what I’d expected, with higher amplitudes for faces, but happening a bit earlier than 170 milliseconds. This may have had to do with the delay of the sensor as it sends event markers to the Spikerbox, but we’ll come to that shortly. All of this data is so cool, but it wasn’t easy getting there. Per aspera ad astra! I came across so many problems during the project that I can hardly even recall all of them. But, oh well, that’s science – you fail 95% of times and succeed only in the remaining 5%.

Anyway, to get started, I had to make a sensor reliable and sensitive enough to detect the change in screen brightness. The goal was to have it detect 6 different levels of brightness, with as small a delay as possible. Firstly, I tried with a basic photo resistor that changes its resistance according to light and uses it in a voltage divider. However, as it turned out, it had quite a delay. So I had to switch to phototransistor after spending several days on the resistor. How does a phototransistor work? It ‘generates’ current proportional to the light intensity. Fortunately, the phototransistor was good enough so I could use it in further examinations. But why do we even need that sensor?
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