Philip Sulewski
@psulewski.bsky.social
Researching human and computational vision.
Learning to entertain paradoxes.
Machine Learning (Kietzmann) & Neurobiopsychology (König) @ Uni Osnabrück
psulewski.de
Learning to entertain paradoxes.
Machine Learning (Kietzmann) & Neurobiopsychology (König) @ Uni Osnabrück
psulewski.de
Pinned
Can seemingly complex multi-area computations in the brain emerge from the need for energy efficient computation? In our new preprint on predictive remapping in active vision, we report on such a case.
Let us take you for a spin. 1/6 www.biorxiv.org/content/10.1...
Let us take you for a spin. 1/6 www.biorxiv.org/content/10.1...
Energy efficiency is all you need.
What happens if you hook up an energy-efficiency optimising RNN on active vision input?
It learns predictive remapping and path integration into allocentric scene coordinates.
Now out in patterns: www.cell.com/patterns/ful...
It learns predictive remapping and path integration into allocentric scene coordinates.
Now out in patterns: www.cell.com/patterns/ful...
November 21, 2025 at 8:01 AM
What happens if you hook up an energy-efficiency optimising RNN on active vision input?
It learns predictive remapping and path integration into allocentric scene coordinates.
Now out in patterns: www.cell.com/patterns/ful...
It learns predictive remapping and path integration into allocentric scene coordinates.
Now out in patterns: www.cell.com/patterns/ful...
This is stellar work. A fantastic story of how active vision shapes neural computation: Next glimpse prediction gets you a looong way.
🚨New Preprint!
How can we model natural scene representations in visual cortex? A solution is in active vision: predict the features of the next glimpse! arxiv.org/abs/2511.12715
+ @adriendoerig.bsky.social , @alexanderkroner.bsky.social , @carmenamme.bsky.social , @timkietzmann.bsky.social
🧵 1/14
How can we model natural scene representations in visual cortex? A solution is in active vision: predict the features of the next glimpse! arxiv.org/abs/2511.12715
+ @adriendoerig.bsky.social , @alexanderkroner.bsky.social , @carmenamme.bsky.social , @timkietzmann.bsky.social
🧵 1/14
Predicting upcoming visual features during eye movements yields scene representations aligned with human visual cortex
Scenes are complex, yet structured collections of parts, including objects and surfaces, that exhibit spatial and semantic relations to one another. An effective visual system therefore needs unified ...
arxiv.org
November 18, 2025 at 2:46 PM
This is stellar work. A fantastic story of how active vision shapes neural computation: Next glimpse prediction gets you a looong way.
Reposted by Philip Sulewski
Introducing CorText: a framework that fuses brain data directly into a large language model, allowing for interactive neural readout using natural language.
tl;dr: you can now chat with a brain scan 🧠💬
1/n
tl;dr: you can now chat with a brain scan 🧠💬
1/n
November 3, 2025 at 3:17 PM
Introducing CorText: a framework that fuses brain data directly into a large language model, allowing for interactive neural readout using natural language.
tl;dr: you can now chat with a brain scan 🧠💬
1/n
tl;dr: you can now chat with a brain scan 🧠💬
1/n
Reposted by Philip Sulewski
October 7, 2025 at 9:08 AM
Reposted by Philip Sulewski
October 7, 2025 at 7:37 AM
Reposted by Philip Sulewski
it's easier to buy a gun in the united states than high-rise trousers
August 27, 2025 at 8:54 PM
it's easier to buy a gun in the united states than high-rise trousers
Reposted by Philip Sulewski
In other news, I am now a ✨ COXI ✨ (cognitive scientist in Osnabrück, Germany)
www.uni-osnabrueck.de/en/campus-li...
I'll be looking for PhD students & postdocs later this year, so watch this space if combining cognitive modelling, EEG & tFUS to study flexible cognition sounds exciting to you 🚀
www.uni-osnabrueck.de/en/campus-li...
I'll be looking for PhD students & postdocs later this year, so watch this space if combining cognitive modelling, EEG & tFUS to study flexible cognition sounds exciting to you 🚀
New at the university: Prof. Weber!
Osnabrück University welcomes Prof. Dr. Lilian Weber! Since August 15, she has held the professorship "Cognitive Modeling" at the School of Human Sciences. A warm welcome!
www.uni-osnabrueck.de
August 26, 2025 at 12:07 PM
In other news, I am now a ✨ COXI ✨ (cognitive scientist in Osnabrück, Germany)
www.uni-osnabrueck.de/en/campus-li...
I'll be looking for PhD students & postdocs later this year, so watch this space if combining cognitive modelling, EEG & tFUS to study flexible cognition sounds exciting to you 🚀
www.uni-osnabrueck.de/en/campus-li...
I'll be looking for PhD students & postdocs later this year, so watch this space if combining cognitive modelling, EEG & tFUS to study flexible cognition sounds exciting to you 🚀
Reposted by Philip Sulewski
This is a beautiful garment.
Let me show you what makes it special. 🧵
Let me show you what makes it special. 🧵
August 17, 2025 at 5:19 AM
This is a beautiful garment.
Let me show you what makes it special. 🧵
Let me show you what makes it special. 🧵
Reposted by Philip Sulewski
If you weren't able to catch Robin's poster during the session, check it out here #CCN2025 #neuroskyence #compneuro #neuroai
August 13, 2025 at 1:47 PM
If you weren't able to catch Robin's poster during the session, check it out here #CCN2025 #neuroskyence #compneuro #neuroai
Reposted by Philip Sulewski
Another Friday feat: Philip Sulewski's (@psulewski.bsky.social) and @thonor.bsky.social's
modelling work. Predictive remapping and allocentric coding as consequences of energy efficiency in RNN models of active vision
Time: Friday, August 15, 2:00 – 5:00 pm,
Location: Poster C112, de Brug & E‑Hall
modelling work. Predictive remapping and allocentric coding as consequences of energy efficiency in RNN models of active vision
Time: Friday, August 15, 2:00 – 5:00 pm,
Location: Poster C112, de Brug & E‑Hall
August 8, 2025 at 2:21 PM
Another Friday feat: Philip Sulewski's (@psulewski.bsky.social) and @thonor.bsky.social's
modelling work. Predictive remapping and allocentric coding as consequences of energy efficiency in RNN models of active vision
Time: Friday, August 15, 2:00 – 5:00 pm,
Location: Poster C112, de Brug & E‑Hall
modelling work. Predictive remapping and allocentric coding as consequences of energy efficiency in RNN models of active vision
Time: Friday, August 15, 2:00 – 5:00 pm,
Location: Poster C112, de Brug & E‑Hall
Energy efficiency is all you need.
Can seemingly complex multi-area computations in the brain emerge from the need for energy efficient computation? In our new preprint on predictive remapping in active vision, we report on such a case.
Let us take you for a spin. 1/6 www.biorxiv.org/content/10.1...
Let us take you for a spin. 1/6 www.biorxiv.org/content/10.1...
June 5, 2025 at 1:25 PM
Energy efficiency is all you need.
Rather new to the game, but in the game :)
November 29, 2024 at 2:05 PM
Rather new to the game, but in the game :)
The P100 is dead, long live the P100. Early responses do not generalise from static viewing to active vision.
🧵Join us for a short tour of how a large-scale MEG dataset collected during active vision made us question it all.
New work with Carmen Amme, Philip Sulewski, Eelke Spaak, Martin Hebart, and Peter König.
www.biorxiv.org/content/10.1...
New work with Carmen Amme, Philip Sulewski, Eelke Spaak, Martin Hebart, and Peter König.
www.biorxiv.org/content/10.1...
Saccade onset, not fixation onset, best explains early responses across the human visual cortex during naturalistic vision
Visual processing has traditionally been investigated using static viewing paradigms, where participants are presented with streams of randomized stimuli. Observations from such experiments have been ...
www.biorxiv.org
November 2, 2024 at 6:26 AM
The P100 is dead, long live the P100. Early responses do not generalise from static viewing to active vision.