Rick den Otter
@rickdott.bsky.social
PhD Candidate in Artificial Intelligence and Cognitive Neuroscience | Investigating how AI can help understand the brain | Utrecht University | COBRA & AttentionLab
Reposted by Rick den Otter
Very pleased to say that we are (almost) ready for the 1.0.0 of our HMP #Python package to decompose #EEG into single-trial task related events:
github.com/GWeindel/hmp
There's now a nice documentation:
hmp.readthedocs.io/en/latest/we...
We just need some beta testers, thus RT appreciated!
github.com/GWeindel/hmp
There's now a nice documentation:
hmp.readthedocs.io/en/latest/we...
We just need some beta testers, thus RT appreciated!
Welcome — hmp 1.0.0-b.1 documentation
hmp.readthedocs.io
July 7, 2025 at 7:01 AM
Very pleased to say that we are (almost) ready for the 1.0.0 of our HMP #Python package to decompose #EEG into single-trial task related events:
github.com/GWeindel/hmp
There's now a nice documentation:
hmp.readthedocs.io/en/latest/we...
We just need some beta testers, thus RT appreciated!
github.com/GWeindel/hmp
There's now a nice documentation:
hmp.readthedocs.io/en/latest/we...
We just need some beta testers, thus RT appreciated!
Pre-print out arxiv.org/abs/2504.10028
If you decide to click on this URL too quickly, you might just skip a cognitive operation! We combine Hidden Multivariate Pattern analysis (HMP) and deep learning (Mamba/State Space Models) to detect cognitive operations at a trial level from EEG data.
If you decide to click on this URL too quickly, you might just skip a cognitive operation! We combine Hidden Multivariate Pattern analysis (HMP) and deep learning (Mamba/State Space Models) to detect cognitive operations at a trial level from EEG data.
Sequence models for by-trial decoding of cognitive strategies from neural data
Understanding the sequence of cognitive operations that underlie decision-making is a fundamental challenge in cognitive neuroscience. Traditional approaches often rely on group-level statistics, whic...
arxiv.org
April 15, 2025 at 10:37 AM
Pre-print out arxiv.org/abs/2504.10028
If you decide to click on this URL too quickly, you might just skip a cognitive operation! We combine Hidden Multivariate Pattern analysis (HMP) and deep learning (Mamba/State Space Models) to detect cognitive operations at a trial level from EEG data.
If you decide to click on this URL too quickly, you might just skip a cognitive operation! We combine Hidden Multivariate Pattern analysis (HMP) and deep learning (Mamba/State Space Models) to detect cognitive operations at a trial level from EEG data.