Jacob Bakermans
bakermansjjw.bsky.social
Jacob Bakermans
@bakermansjjw.bsky.social
Postdoc in compneuro with Alex Pouget in Geneva
Thank you Rick!
May 21, 2025 at 7:44 AM
Finally we thank the reviewers who encouraged us to test our predictions and you for reading! The double dactyl poem summary didn’t make it past the editor so you’ll find it in the preprint – or here. 9/9
March 17, 2025 at 10:48 AM
We are extremely grateful to Brad Pfeiffer and David Foster for sharing their data to enable these results. And to Éléonore Duvelle, @roddy-grieves.bsky.social and @hugospiers.bsky.social who shared another amazing dataset for us to reanalyse. doi.org/10.25493/7NJ... 8/9
EBRAINS
EBRAINS is building the platform needed to enable a new era in brain research.
doi.org
March 17, 2025 at 10:48 AM
If these memories combine reusable codes, these cells should generalise their response when the cheese moves. We find cells like that too: if the cheese moves, the firing field moves accordingly. 7/9
March 17, 2025 at 10:48 AM
Looks like it is! This cell has a new field in the bottom left after a replay. That’s the exact same location of this cell’s spike within the replayed trajectory. If you calculate the ratemap change, it peaks at the replay spike. 6/9
March 17, 2025 at 10:48 AM
This predicts hippocampal cells that first fire in replay (to encode the new memory) and then obtain a new place field (that reflects the new memory) – we even ‘pre-registered’ this in our preprint almost 2 years ago… www.biorxiv.org/content/10.1... Is that true? 5/9
Constructing future behaviour in the hippocampal formation through composition and replay
Hippocampus is critical for memory, imagination, and constructive reasoning. However, recent models have suggested that its neuronal responses can be well explained by state-spaces that model the tran...
www.biorxiv.org
March 17, 2025 at 10:48 AM
Or even better: hippocampus encodes those memories in replay. That builds a map for getting to cheese in locations without even going there, so they can be retrieved at that location later. These are memories of the future! 4/9
March 17, 2025 at 10:48 AM
Crucially, these maps don’t need to be learned from scratch, but can be constructed from reusable grid (“you’re here”) and object-vector (“cheese-over-there”) codes. Hippocampus combines them in memory for the current environment. 3/9
March 17, 2025 at 10:48 AM
If I’m a mouse that just discovered cheese, I’d like to know how to return to that cheese later. Instead of learning a plan, we propose building a map that comes with a plan for free. That solves planning in representation instead of computation. 2/9
March 17, 2025 at 10:48 AM