Glad to share the publication of our #newpaper (aka #blueprint) :

> A Predictive Approach to Enhance Time-Series Forecasting

By Skye Gunasekaran, Assel Kembay, Hugo Ladret, Rui-Jie Zhu, myself, Omid Kavehei and Jason Eshraghian

www.nature.com/articles/s41...

#neuroscience #AI #prediction #time

Nature research paper: Arousal as a universal embedding for spatiotemporal brain dynamics

go.nature.com/4nMUgYz

random neuroimaging question: does anyone in bluesky-land have access to the loadings for neurosynth topics in schaefer 400 (yeo7) space? #neuroskyence @misicbata.bsky.social @richardfbetzel.bsky.social @borismontreal.bsky.social @sofievalk.bsky.social

Finally published:
“Toward a unified taxonomy of information dynamics via Integrated Information Decomposition”
www.pnas.org/doi/10.1073/...

An information-theoretic framework to analyse complex multivariate dynamical processes ✨

Can a virus help uncover Turing patterns in nature? In this @commsbio.nature.com paper, researchers show how the tulip breaking virus triggers the expression of a pigment that can display a broad range of (observable) stripe patterns @philipcball.bsky.social
biorxiv.org/content/10.1...

🎊Ain’t no party like a thesis submission party🎊

Honored to have submitted my PhD as a recipient of the Paulette Isabel Jones Career Development Award from The University of Sydney!

Thank you x1000000 to MVP supervisor @bendfulcher.bsky.social & co-supervisor @macshine.bsky.social 😊

This is what happens to successful authors. Caveat emptor.

Something similar happened (on much smaller scale) w/ one of my books. Amazon did nothing. Then a journalist reported on it. Amazon took down offending title.

I hope someone will report on this happening (much more blatantly) to Eric!

💤🧠🧪 New article! 🧪🧠💤

After years of effort led by @qualiastructure.bsky.social (Nao Tsuchiya and William Wong), Jenny Windt, Katja Valli, Valdas Noreika and @rherzoga.bsky.social, the Dream database is now published in @natcomms.nature.com

**A dream EEG and mentation database**
rdcu.be/eAwni

Preprint⭐
Our attention changes over time and differs across contexts—which is reflected in the brain🧠 Fitting a dynamical systems model to fMRI data, we find that the geometry of neural dynamics along the attractor landscape reflects such changes in attention!
www.biorxiv.org/content/10.1...

I've been thinking a lot about the preprint in terms of my own career. I grew up academically in computational labs. My papers were abstract early on and they only got more abstract as I progressed. The model was: find a new exciting mathematical tool. Apply it to brain imaging data. Write it up. 1/

Thanks mate! 😊

Thanks @frosas.bsky.social 😊

Are you interested in our work on complex physical systems and applications (to neural systems)?

Wanna join us in Sydney? 🐨 🦘

We have two open positions:

1. Postdoc position: usyd.wd105.myworkdayjobs.com/USYD_EXTERNA...

2. Fully-funded PhD position: www.sydney.edu.au/scholarships...

Mapping cerebral blood perfusion and its links to multi-scale brain organization across the human lifespan | doi.org/10.1371/jour...

How does blood perfusion map onto canonical features of brain structure and function? @asafarahani.bsky.social investigates @plosbiology.org ⤵️

Interested in cortical wave dynamics? Check out our new preprint led by J Cruddas with @jchrispang.bsky.social where review the physics and physiology of cortical waves and their implications for psychological function:

osf.io/preprints/ps...

@nsb-lab.bsky.social

and: "but somehow power and control over vital issues – what is peer review, what is a journal, what gets published – have been ceded to organizations beyond the scientific community, like Web of Science and Scopus. This is not healthy for science or the scientific community."

JOB ALERT! We're seeking a postdoctoral scientist to join Developmental Imaging at @mcri.bsky.social in Melbourne.

Role will involve working with international partners on a new project charting brain growth in children with NF-1

Please reach out for more information

www.seek.com.au/job/86090834

This is unfortunate:
www.nytimes.com/2025/07/28/u...
I wrote to the president of Harvard. I hope other faculty will speak their conscience, even if it means more struggle ahead.

Nice work!
FYI: Liu et al. is no longer a preprint (published: www.nature.com/articles/s41...)

New pre-print from @alexfornito.bsky.social, @jchrispang.bsky.social, and myself looking at the sensitivity of different methods used to estimate FC/EC in relation to residual motion artifacts and behavioural prediction
www.biorxiv.org/content/10.1...

If you enjoy eschewing the need for parametric assumptions about the nature of a map’s SA as much as I do, check this one out!
Good spatial nulls are very important in neuroscience, and for assessing spatiotemporal patterns in many other physical systems 👇

New paper in Imaging Neuroscience,

Generation of surrogate brain maps preserving spatial autocorrelation through random rotation of geometric eigenmodes

direct.mit.edu/imag/article...

Produces surrogates for null hypothesis testing of nonlinear effects within and correlations between brain maps

How far can you compress a complex system?

🚨 In our latest paper we collapse high-dim compartmental models (from epidemics to ecosystems) into a single 1-D equation using quantum-inspired math, exposing universal phase transitions #ComplexSystems ‪👇👇👇

journals.aps.org/prx/abstract...

📢 We are hiring! The School of #ComputerScience of #USyd 🇦🇺 is seeking outstanding women academics, at all seniority levels, for continuing (equivalent tenure system) positions.

Deadline to apply: ⏰ August 25 #AcademicJobs #WomenInCS

usyd.wd105.myworkdayjobs.com/en-GB/USYD_E...