Vascular draining confounds laminar decoding in fMRI https://www.biorxiv.org/content/10.1101/2025.08.26.672278v1
30.08.2025 10:15 β π 12 π 8 π¬ 0 π 4@denischaimow.bsky.social
Vascular draining confounds laminar decoding in fMRI https://www.biorxiv.org/content/10.1101/2025.08.26.672278v1
30.08.2025 10:15 β π 12 π 8 π¬ 0 π 4What started as a journal club on layer decoding turned into a project thanks to @karolisdegutis.bsky.social. Our preprint challenges a widespread assumption in the field: MVPA is not immune to vascular confounds in laminar GE-BOLD decoding, as shown using a mechanistic laminar response model.
30.08.2025 14:58 β π 10 π 3 π¬ 0 π 0Happy to see this out: our new preprint shows that laminar GE-BOLD fMRI decoding isnβt immune to vascular draining biases. Simulations reveal false positives due to multivariate signal spread across layers, but oversampling + deconvolution can (sometimes) improve specificity.
30.08.2025 14:28 β π 19 π 8 π¬ 1 π 1Iβm happy to share that our manuscript on the cortical depth-dependency of the GE- and SE-BOLD point spread function at 7 Tesla is now available on bioRxiv!
www.biorxiv.org/content/10.1...
Very happy to share our work on the neural dynamics of visual working memory maintenance during sensory distraction; now out as a VOR on eLIife: elifesciences.org/articles/99290
24.06.2025 23:01 β π 3 π 1 π¬ 1 π 0New paper in Imaging Neuroscience by Fakhereh Movahedian Attar, Nikolaus Weiskopf, et al:
Short association fibres form topographic sheets in the human V1βV2 processing stream
doi.org/10.1162/imag...
Iβd like to thank everyone involved in the project! @romy-lorenz.bsky.social, @karolisdegutis.bsky.social, Daniel Haenelt, Robert Trampel, @nikweiskopf.bsky.social
20.02.2025 14:20 β π 2 π 0 π¬ 0 π 0We argue that our results are biologically plausible, considering both previous research and methodological aspects of layer fMRI acquisition and analysis. Consequently, the functional role of human dlPFC layers, especially deep layers, in working memory remains uncertain.
20.02.2025 14:20 β π 0 π 0 π¬ 1 π 0Using confidence interval estimation and a series of control analyses, we show that the failure to replicate was likely not an issue of low sensitivity, data quality or methodological choices, such as automatic segmentation and ROI selection.
20.02.2025 14:20 β π 0 π 0 π¬ 1 π 0We replicated the superficial layer involvement in working memory manipulation but found no evidence for deep layer-specific activation during motor response. Instead, we observed activation across both layers.
20.02.2025 14:20 β π 0 π 0 π¬ 1 π 0We used a fully automated, pre-registered analysis pipeline, that included automatic ROI definition by combining anatomical information (HCP MMP 1.0 atlas) with functional activation.
20.02.2025 14:20 β π 0 π 0 π¬ 1 π 0A seminal layer fMRI study (Finn et al. 2019) demonstrated that dlPFC layers were active during the manipulation of working memory items, whereas deeper layers were more engaged during motor responses.
www.nature.com/articles/s41...
@esfinn.bsky.social
Excited to share our latest preprint: "Challenges in replicating layer-specificity of working memory processes in the human prefrontal cortex.β, where we attempted to replicate layer-specific fMRI findings in the human dlPFC during a working memory task.
www.biorxiv.org/content/10.1...
Iβd like to thank everyone involved in the project! @romy-lorenz.bsky.social, @karolisdegutis.bsky.social, Daniel Haenelt, Robert Trampel and @nikweiskopf.bsky.social
20.02.2025 13:34 β π 0 π 0 π¬ 0 π 0We argue that our results are biologically plausible, considering both previous research and methodological aspects of layer fMRI acquisition and analysis. Consequently, the functional role of human dlPFC layers, especially deep layers, in working memory remains uncertain.
20.02.2025 13:34 β π 0 π 0 π¬ 1 π 0Using confidence interval estimation and a series of control analyses, we show that the failure to replicate was likely not an issue of low sensitivity, data quality or methodological choices, such as automatic segmentation and ROI selection.
20.02.2025 13:34 β π 0 π 0 π¬ 1 π 0We replicated the superficial layer involvement in working memory manipulation but found no evidence for deep layer-specific activation during motor response. Instead, we observed activation across both layers.
20.02.2025 13:34 β π 0 π 0 π¬ 1 π 0Challenges in replicating layer-specificity of working memory processes in human dlPFC https://www.biorxiv.org/content/10.1101/2025.01.31.635930v1
04.02.2025 11:15 β π 1 π 1 π¬ 0 π 0