Earlier quoted context omitted.
This [0] is probably a reasonable overview though I didn't read it thoroughly, it was on the right track. Basically that Hopfield networks couldn't learn XOR. The significance is that it moved us away from biologically plausible networks and precipitated back propagation which was the dominant learning paradigm in neural networks and mostly remains so. [0] https://alan.do/minskys-and-or-theorem-a-single-perceptron-s.…
The problem with XOR is that you need a line with dimension N, where N is the number of distinct inputs to the XOR, to separate true from false in the truth space. What I demonstrated was up to 6 dimensional XOR functions being learned in Hopfield networks using Hebbian learning with an additional learning term. I ran a "wave of learning" over the network modifying that terms. In a sense it is a layer free network be…
First images of cerebrospinal fluid in the brain during sleep (2019)
101–110 of 114 posts
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#102Earlier quoted context omitted.
I get an MRI once a year and I frequently fall asleep because nothing puts me to sleep like mechanical white noise. It's kind of a problem because I try to move or jerk awake, which ruins the MRI. My MRIs take forever. I feel terrible for the attendants.
I used to get a funny look when instead of a choice of music I opted for silence in the headphones during an MRI. Then I think I started to say it dismissively enough with conviction and got nonreactions.
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#103Earlier quoted context omitted.
A few years ago, before Covid era (BC :), I did a tour of medieval castles in Europe and one observation that stuck in my memory was that the beds used by the royalty were constructed with an inclined position. I’m really curious how prevalent this was and if it was the preferred luxury style of the rich. In parts of Asia hard pillows (reeds/woven) were preferred over down.
Head up or head down?
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#104Earlier quoted context omitted.
Had a spinal leak after a spinal tap. So too little fluid. It’s a very unique pain. Severe pain at top of head unless laying flat. I spent an entire week laying flat on a couch with a happy cat sitting on my chest. Initial treatment was an IV of caffeine. Then they they had to patch the hole.
Had the same also after a tap, went away after 5 months without a patch. Only things that helped was laying flat and coffein (less so than laying flat). A hard part of it was thinking it might never go away. Doctors told me to wait 6 months before trying a patch and they said it only works sometimes.
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#105Earlier quoted context omitted.
The problem with XOR is that you need a line with dimension N, where N is the number of distinct inputs to the XOR, to separate true from false in the truth space. What I demonstrated was up to 6 dimensional XOR functions being learned in Hopfield networks using Hebbian learning with an additional learning term. I ran a "wave of learning" over the network modifying that terms. In a sense it is a layer free network be…
Could you share a link to your work? I'd love to read more about it.
[0] https://drive.google.com/file/d/1R4mS_4vzf5mycQez76O_mmpQDpT...
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#106Earlier quoted context omitted.
They tunnel it in the subq until the abdomen then they make a tiny incision in the peritoneum and depending on the neurosurgeon may have general surgery take a look laparoscopically to make sure there’s CSF flow then use the grasper to try to toss it in the right pericolic gutter over the liver.
How do they avoid bacteria from going up a shunt to the brain?
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#107Earlier quoted context omitted.
How do they avoid bacteria from going up a shunt to the brain?
I thought that was an interesting question as a layman. I found this, which I thought was an interesting read. [0] [0]: https://www.sciencedirect.com/topics/medicine-and-dentistry/...
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#108If this theory about the blood leaving the brain due to the neurons needing less of it during sleep is true, then possibly that could be a supporting argument for why being more relaxed (i.e less stressed) before sleep is helpful for better sleep. My explanation for the hypothesis in the previous sentence is that the neurons due to being more worked out from being stressed would require the oxygenated blood to replenish them and thus the CSF would not naturally be able to seep in early while in bed for sleep.
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#109Earlier quoted context omitted.
I've heard not having enough CSF is supposed to be one of the most painful headaches there are. How bad was it?
Fine if I was flat. A step below severe kidney stone otherwise. So not quite suicidal, but close. It was only tolerable Because I could lay flat and the pain would quickly resolve. If I laid flat for three or four hours I could stand up for about five minutes before the symptoms hit again. Not sure how strong the leak was. I suppose it could have been worse.
Re: First images of cerebrospinal fluid in the brain during sleep (2019)
#110This really scares the shit out of me, because I have chronic insomnia, and I am aware of the effect of sleep on not just how my brain feels - but also my vision and eye-lids (being SUPER heavy even when my mind is racing....) I know how important sleep is to brain function, clearly... And it causes ADDITIONAL anxiety, snowballing into more insomnia... Fucking sucks.