Trending
Leonardo Novelli 's Avatar

Leonardo Novelli

@novelli-leo

πŸ‡¦πŸ‡Ί Research Fellow at #MonashUni 🧠 Passionate about math, AI, networks, information theory, and brain connectivity

192
Followers
540
Following
2
Posts
18.11.2024
Joined
Posts Following

Latest posts by Leonardo Novelli @novelli-leo

πŸ“’Maths in the Brain Workshop 2026 in Melbourne.

We will bring together researchers across Australia with a shared interest in understanding the brain from a quantitative perspective.

This year's keynote is delivered by Professor James Cole, University College London.

1/4🧡

02.02.2026 04:57 πŸ‘ 20 πŸ” 10 πŸ’¬ 2 πŸ“Œ 3
Preview
The Deep Link Equating Math Proofs and Computer Programs | Quanta Magazine Mathematical logic and the code of computer programs are, in an exact way, mirror images of each other.

Mathematical proof assistants like Coq and Lean were made possible by a correspondence that established the equivalence between proofs and computation. Read the explainer from our archive:

08.02.2025 16:46 πŸ‘ 45 πŸ” 19 πŸ’¬ 0 πŸ“Œ 3
Post image

🧡 How do psychedelics shape brain activity?

Our new paper presents the largest neuroimaging study of psilocybin to dateβ€”revealing how context structures psychedelic brain states.

Title: Psychedelics Align Brain Activity with Context
Paper: lnkd.in/gt-kMR6d

A thread πŸ§΅πŸ‘‡ 1/n

17.03.2025 11:29 πŸ‘ 84 πŸ” 40 πŸ’¬ 4 πŸ“Œ 6
Preview
a poster that says if life gives you lemon make lemonade on it ALT: a poster that says if life gives you lemon make lemonade on it

ATTENTION (PLEASE SHARE)

If anyone has or knows of any positions that might be appropriate for the NIH staff members who were terminated, please post the information in this thread.

There are lots of talented and accomplished people who may be looking for new opportunities.

15.02.2025 15:37 πŸ‘ 516 πŸ” 449 πŸ’¬ 92 πŸ“Œ 23
Preview
PhD visa applicants trapped in β€˜indefinite waiting period’ β€˜Endless stress’ confronts Iranian doctoral candidates who worked for a year just to cover the application fee

Meanwhile, Australia still leaves in limbo many incoming students (holding PhD offers and funding!) for months on end, esp. from Iran. Waiting a year, two, with no updates β€” unnecessary and cruel.
www.timeshighereducation.com/news/phd-vis... via John Ross (Times Higher Ed). @davidpocock.bsky.social

15.02.2025 23:13 πŸ‘ 33 πŸ” 12 πŸ’¬ 6 πŸ“Œ 0
Preview
MacaqueNet: Advancing comparative behavioural research through large‐scale collaboration We present MacaqueNet, a global community of macaque researchers who developed the first publicly searchable, standardised database on affiliative and agonistic behaviour. This cross-species database...

So exciting to see MacaqueNet out into the world! 🀩

Learn about our global community & database centralizing standardized affiliative & agonistic data from 61 populations across 14 macaque species: doi/10.1111/1365...

Explore >600 networks & request data: macaquenet.github.io/database/

12.02.2025 10:09 πŸ‘ 132 πŸ” 72 πŸ’¬ 1 πŸ“Œ 12
Preview
Spectral normative modeling of brain structure Normative modeling in neuroscience aims to characterize interindividual variation in brain phenotypes and thus establish reference ranges, or brain charts, against which individual brains can be compa...

1/ Excited to share our latest preprint! πŸš€ We introduce Spectral Normative Modeling (SNM)β€”a novel approach leveraging graph spectral methods to advance brain charting towards personalized precision medicine.

πŸ”— www.medrxiv.org/content/10.1...

06.02.2025 05:16 πŸ‘ 19 πŸ” 6 πŸ’¬ 1 πŸ“Œ 2
Post image

Nice best paper talk on methods for fitting time series data to stochastic models by Brock Sherlock at UNSW. Paper πŸ‘‰ doi.org/10.1007/s115.... @smbmathbiology.bsky.social at #Anziam2025 MBSIG workshop.

06.02.2025 23:43 πŸ‘ 11 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0

Also! The symposium on higher-order interactions, chaired by @manishsaggar.bsky.social and @lordgrilo.bsky.social, was accepted.

Absolute must-attend if you're at OHBM 2025, with talks from: @popeme.bsky.social, @andreasantoro.bsky.social, and @novelli-leo.bsky.social!

@ohbmofficial.bsky.social

04.02.2025 17:22 πŸ‘ 12 πŸ” 5 πŸ’¬ 0 πŸ“Œ 1
Preview
Trump's NIH Freeze Puts Scientific Research at Risk America’s best scientific minds are scrambling to determine the impact of the disruption.

Some thoughts on the confusion and anxiety created by the current freeze on communications, hiring, grant reviews, travel, etc at NIH (gift link):

24.01.2025 14:21 πŸ‘ 80 πŸ” 49 πŸ’¬ 2 πŸ“Œ 7
Post image

Pre-print 🧠πŸ§ͺ
Is mechanism modeling dead in the AI era?

ML models trained to predict neural activity fail to generalize to unseen opto perturbations. But mechanism modeling can solve that.

We say "perturbation testing" is the right way to evaluate mechanisms in data-constrained models

1/8

08.01.2025 16:33 πŸ‘ 126 πŸ” 48 πŸ’¬ 4 πŸ“Œ 3
Post image
11.01.2025 11:07 πŸ‘ 62 πŸ” 8 πŸ’¬ 4 πŸ“Œ 0
Post image

Panel at #NeurIPS2024, as part of #NeuroAI workshop, with Karl Friston and Yoshua Bengio, moderated by myself.

Recordings available after the event: tinyurl.com/39a9xy8x

Workshop: tinyurl.com/5aysw5v3

Moein Khajehnejad @foroughhas.bsky.social @noorsajidt.bsky.social @tonyzador.bsky.social

14.12.2024 09:56 πŸ‘ 48 πŸ” 9 πŸ’¬ 3 πŸ“Œ 0
Preview
NotebookLM gets a new look, audio interactivity and a premium version NotebookLM is introducing new features, and a premium version called NotebookLM Plus.

🚨New updates for NotebookLM, including:
- A new, optimized interface
- The ability to engage with AI hosts during an Audio Overview🀩🀯
- NotebookLM Plus, for universities & businesses
Check it out β†’ goo.gle/4guNYt4

It will be a fun end of the year!

14.12.2024 11:16 πŸ‘ 44 πŸ” 8 πŸ’¬ 2 πŸ“Œ 2
Post image

Just publishedπŸ”ˆ

"Structurally informed models of directed brain connectivity"

Read: rdcu.be/d3dC4

We review how structural connectivity constrains directed connectivity models 🧠

Lead by @matthewdgreaves.bsky.social w/ @novelli-leo.bsky.social, @sinamansourl.bsky.social and Andrew Zalesky

11.12.2024 17:53 πŸ‘ 37 πŸ” 14 πŸ’¬ 1 πŸ“Œ 1

DAY 6: Advent of Comp Neuro πŸŽ„πŸ€–πŸ§ πŸ§ͺ

This nifty theory predicts how intrinsic timescales depend on network structure, neuron properties and input. A nontrivial task!

β€œMicroscopic theory of intrinsic timescales in spiking neural networks”
tinyurl.com/43esfrrk
By @avm.bsky.social and @albada.bsky.social

06.12.2024 19:35 πŸ‘ 14 πŸ” 6 πŸ’¬ 2 πŸ“Œ 1
Post image Post image Post image

Good news everyone! A new version of graph-tool is just out! @graph-tool.skewed.de

graph-tool.skewed.de

Graph-tool is a comprehensive and efficient Python library to work with networks, including structural, dynamical, and statistical algorithms, as well as visualization. 1/N

#networkscience

02.12.2024 12:55 πŸ‘ 344 πŸ” 98 πŸ’¬ 8 πŸ“Œ 4

Since I've been here for a while… here are some useful features on Bluesky that you might not have discovered yet! 🧡

20.11.2024 19:44 πŸ‘ 1530 πŸ” 586 πŸ’¬ 253 πŸ“Œ 87

Academic writing β€” get utilized to it.

14.11.2024 12:49 πŸ‘ 344 πŸ” 74 πŸ’¬ 11 πŸ“Œ 8
W1D1- Big Picture - Intro
W1D1- Big Picture - Intro YouTube video by Neuromatch Academy

Bing Brunton showed a beautiful presentation on reverse engineering bodies + minds: virtual animals in virtual environments controlling virtual bodies. An exciting research program that she also presented for the NeuroAI NMA course: youtu.be/EN89LVVnLbs?... 4/

14.11.2024 15:08 πŸ‘ 15 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
Examples of fractals resulting from neural network training in a variety of experimental configurations

Examples of fractals resulting from neural network training in a variety of experimental configurations

Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspondΒ to hyperparameters for which training converges, redish to those for which training diverges.

Even better, a video: vimeo.com/903855670

12.02.2024 05:38 πŸ‘ 140 πŸ” 30 πŸ’¬ 7 πŸ“Œ 2
Preview
Helpless infants are learning a foundation model Humans have a protracted postnatal helplessness period, typically attributed to human-specific maternal constraints causing an early birth when the brain is highly immature. By aligning neurodevelopme...

Do babies pretrain? www.cell.com/trends/cogni...

15.11.2024 04:31 πŸ‘ 47 πŸ” 10 πŸ’¬ 3 πŸ“Œ 1

6. Random features you didn't know about.

If your post includes a link, you can wait for the preview to show up, and remove the url, and the link stays there!

This also saves characters from the character limit.

20.11.2024 19:44 πŸ‘ 436 πŸ” 100 πŸ’¬ 14 πŸ“Œ 14
Preview
Nature of Intelligence, Ep. 5: How do we assess intelligence? | COMPLEXITY When it comes to assessing intelligence, people have all kinds of tests β€” the SAT, IQ tests, and so on. There’s controversy over how fairly these tests really measure human intelligence, but at the ve...

Episode 5 of our podcast is out! We discuss how complicated it is to assess intelligence, whether in humans, animals, or machines.

With two fantastic guests: Comparative Psychologist Erica Cartmill and Computer Scientist Ellie Pavlick.

Check it out!

complexity.simplecast.com/episodes/nat...

20.11.2024 21:01 πŸ‘ 176 πŸ” 32 πŸ’¬ 8 πŸ“Œ 5
Preview
Free Neuroscience Textbooks and Online Tutorials Free Neuroscience Textbooks and Online Tutorials (Compiled by Carlos Aizenman, Brown University, Dept. of Neuroscience) Maintaining a current list of digital educational resources is tricky. Softwar...

Do you teach neuroscience? Here’s a list I’ve compiled of mostly free online neuroscience textbooks, simulations and datasets you can use for your course! If I’m missing something, let me know so I can add it! docs.google.com/document/d/1...

20.11.2024 19:57 πŸ‘ 210 πŸ” 72 πŸ’¬ 23 πŸ“Œ 2

Our Centre's seminar series - public talks and conversations, hosted by my friend and colleague Craig Hassed

20.11.2024 11:22 πŸ‘ 5 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
Preview
All - Bluesky Directory A curated collection of all things relating to the Blue Sky social media platform.

Starter packs are genius, but I was surprised there wasn't a list of them for people to find.

So I built it:
blueskydirectory.com/starter-pack...

The website monitors the packs being shared and adds the ones it finds to the database.

Missed your stater pack? Message me and I'll get it added.

11.11.2024 16:13 πŸ‘ 6547 πŸ” 2964 πŸ’¬ 1111 πŸ“Œ 430

Great PhD opportunity here

20.11.2024 11:48 πŸ‘ 0 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Preview
The Ultimate Directory of tools and applications for Bluesky A curated collection of all things relating to the Blue Sky social media platform.

I'm just learning about Starter Packs. Here's a great place to find them! blueskydirectory.com

20.11.2024 11:40 πŸ‘ 78 πŸ” 14 πŸ’¬ 3 πŸ“Œ 0
Preview
Action Intent Links | Bluesky Authors, websites, and apps can use action intent links to implement "Share on Bluesky" buttons, or similar in-app actions. Logged-in users will be directed to the corresponding action view in the Blu...

We strongly suggest that academic publishers and other platforms that host research rapidly implement a Share to Bluesky button for their articles. Here's how:

docs.bsky.app/docs/advance...

#AcademicSky #HigherEd #Altmetrics

18.11.2024 14:48 πŸ‘ 11359 πŸ” 4592 πŸ’¬ 167 πŸ“Œ 247