Re:Neurovis: Visualizing brain signals in 3D in real-time
by Batman10232 on Friday January 05, 2018 @01:29PM
(#16080495)
Not just GPUs, most labs don't embrace parallelism in general. I managed to get a 55x speedup between serial and parallel versions using the same program (SPM) by using several mid-grade computers and caching (Sorry I don't have anything written on this, I've been putting it off).
It's hard to get researchers to switch using the algorithms that they know and are comfortable with, which is why I think stuff like BROCCOLI, or PSOM haven't taken off.
The main reason why fMRI processing takes so long is the reluctance of the major neuroimaging suites to embrace GPUs. A newer suite, BROCCOLI [1], is substantially faster but has much less adoption and isn't quite as full-featured as the other suites.
[1] https://www.frontiersin.org/articles/10.3389/fninf.2014.0002...