#memoryreplay — Public Fediverse posts

First glance: Bringing together some important concepts relevant for neural representation #memory #hippocampus and internally generated sequences #MemoryReplay @cogneurophys https://www.nature.com/articles/s41583-023-00763-0

@elduvelle @LMPrida @biorxivpreprint @cogneurophys I’m stoked that it worked out so well! The assessment followed closely the methods in Navas-Olive CNN paper https://elifesciences.org/articles/77772 using F1 (balanced accuracy) to reflect both precision and recall (i.e. sensitivity). So both FN and FPs count against the score, equally. The human raters were around .7 and the monkey data started at ~.5 and reached ~.6 (same as mouse levels!) after retraining. A pleasant surprise, given visible differences in the SWR phenotype between rodent and primate clades!

I think Andrea will post more details soon, but meanwhile, some relevant keywords for interested folks (can you think of others we should use?)

#neuroscience #MemoryReplay #learningandmemory #hippocampus #ripples #SWR #replay #cnn #lstm #openscience #hackathon #oscillations

New instance, new #introduction :) I moved to neuromatch.social as it seems to match my interests more closely.

I'm a PhD candidate working at the intersection of #sleep, #memory and #MachineLearning. I'm currently on a mission to uncover #MemoryReplay and #MemoryReactivation in humans using #MEG data. Besides that I'm a #python enthusiast, #OpenSource advocate and I think #OpenScience is the proper way to do science. I'm doing all of that at the Central Institute of Mental Health with @GordonFeld

Here's my #introduction :)

I'm a PhD candidate working at the intersection of #sleep, #memory and #MachineLearning. I'm currently on a mission to uncover #MemoryReplay and #MemoryReactivation in humans using #MEG data. Besides that I'm a #python enthusiast, #OpenSource advocate and I think #OpenScience is the proper way to do science. I'm doing all of that at the Central Institute of Mental Health with @GordonFeld