In a #ICML2026 position paper we argue a dynamical systems perspective is needed to drive time series models forward: arxiv.org/abs/2602.16864
For TS, we need to move away from transformers that do not respect a system’s dynamical structure, esp. if out-of-domain generalization & insight is sought.
Donoghue et al. introduce the Human Single-Neuron Pipeline, an open source processing pipeline for collecting and analyzing human single-neuron data: doi.org/10.52294/001...
@ohbmossig.bsky.social @ohbmofficial.bsky.social
#OpenDatasets #SpecialIssues
DurstewitzLab
Super glad to have our team's work on clinical applications of neural simulations highlighted in this article!
Trying to bring academic work to the real-world has been a great experience and I'm quite excited to continue these efforts with @dvwz.bsky.social and @jonescompneurolab.bsky.social
Aperture Neuro
Really excited for this conference!
We’ve all been digging deep into different ways to use EEG to better understand and treat psychiatric diseases
If you’re at SOBP definitely stop by our posters if you want to chat biophysical mechanisms, biomarkers, and deep learning approaches to EEG analysis
In people at high risk for psychosis, reduced excitability of pyramidal cells predicts who will later convert to develop psychosis, suggesting this may be a root cause of schizophrenia rather than a consequence of the illness.
Nicholas Tolley
Headed to #SOBP2026? Come visit our posters on stress and mental effort!
F325: Investigating the Role of Serotonin in Stressor Controllability and Mental Effort Allocation (me!)
S297: Learning and Generalization of Stressor Controllability for Mental Effort allocation (Tony El Nemer)
New paper in Imaging Neuroscience by Lindsey Power, Sylvain Baillet, et al:
A neuroscientist’s guide to neural burst detection
doi.org/10.1162/IMAG...
