Neurotic Neurons: An Interactive Explanation [video]
ncase.me
ncase.me
I would, however, complain about the usage of the mythological Hebbian learning. We know very little about the mammalian brain. In particular, we really have no clue how neurons function nor how they learn. There are also a wide range of neurons, each with different behaviours. The concept of Hebbian learning is really more of a higher level behaviour of mammalian brains. At a conceptual level, yes we associate ideas that occur together, so Hebbian learning is a useful theory in terms of psychology. Psychology is primarily what this presentation is about. But the author presents things in terms of neurons, where Hebbian learning likely isn't the learning function, and even if it was we have no definitive model and research to back that up.
Honestly, that's a nitpick. The meat of the video is about psychology, not neurons, and the oversimplification is helpful in creating those interactions that help communicate the author's message to the viewer. They work really well in that regard. I'm just personally bothered by the reinforcement of the myth that we understand how neurons work, and that some simple model like Hebbian learning bares any resemblance to the real mechanics.
http://www.scholarpedia.org/article/Spike-timing_dependent_p...
(Seriously, why do people do this? One perfect way to make me close your story and never look at it is to startle me with sound before I specifically asked for it.)