Swathi Anil
@swathianil.bsky.social
Computational Neuroscience ✨
PhD candidate at @VlachosLab, @BernsteinCentreFreiburg
Visiting PhD with @neuralreckoning.bsky.social
Neuroplasticity, neurostimulation and multisensory processing 🧠
PhD candidate at @VlachosLab, @BernsteinCentreFreiburg
Visiting PhD with @neuralreckoning.bsky.social
Neuroplasticity, neurostimulation and multisensory processing 🧠
Read about temporal structures in #multisensory processing in our latest paper ^^ We look into designing new multisensory tasks that accomodate temporal changes and models to work with them ✨
How should #multisensory signals be combined when they are structured in time?
To explore this, we:
* Introduce a new multisensory task
* Compare several models
TLDR:
* Prior models perform suboptimally
* Our new model performs ≈ an RNN, while using less than 1/10th the number of parameters.
To explore this, we:
* Introduce a new multisensory task
* Compare several models
TLDR:
* Prior models perform suboptimally
* Our new model performs ≈ an RNN, while using less than 1/10th the number of parameters.
Fusing multisensory signals across channels and time.
Now published at PLOS Comp Biol! 🎉 With @swathianil.bsky.social and @marcusghosh.bsky.social.
journals.plos.org/ploscompbiol...
TLDR, when multisensory signals vary over time, neural architecture becomes important. Biggest not always best.
Now published at PLOS Comp Biol! 🎉 With @swathianil.bsky.social and @marcusghosh.bsky.social.
journals.plos.org/ploscompbiol...
TLDR, when multisensory signals vary over time, neural architecture becomes important. Biggest not always best.
June 26, 2025 at 10:25 AM
Read about temporal structures in #multisensory processing in our latest paper ^^ We look into designing new multisensory tasks that accomodate temporal changes and models to work with them ✨
Do temporal structures matter in multisensory processing? 🧠
Preprint with @neuralreckoning.bsky.social and @marcusghosh.bsky.social ✨
Preprint with @neuralreckoning.bsky.social and @marcusghosh.bsky.social ✨
New preprint 🤖🧠🧪! With @swathianil.bsky.social and @marcusghosh.bsky.social.
If you want to get the most out of a multisensory signal, you should take it's temporal structure into account. But which neural architectures do this best? 🧵👇
www.biorxiv.org/content/10.1...
If you want to get the most out of a multisensory signal, you should take it's temporal structure into account. But which neural architectures do this best? 🧵👇
www.biorxiv.org/content/10.1...
Fusing multisensory signals across channels and time
Animals continuously combine information across sensory modalities and time, and use these combined signals to guide their behaviour. Picture a predator watching their prey sprint and screech through ...
www.biorxiv.org
February 20, 2025 at 10:32 PM
Do temporal structures matter in multisensory processing? 🧠
Preprint with @neuralreckoning.bsky.social and @marcusghosh.bsky.social ✨
Preprint with @neuralreckoning.bsky.social and @marcusghosh.bsky.social ✨
Very cool read by @neuralreckoning ! ✨
Scientific data and independence are at risk: We need to work with community-driven services and university libraries to create new multi-country organizations that are resilient to political interference.
By @neuralreckoning.bsky.social
#neuroskyence
www.thetransmitter.org/policy/scien...
By @neuralreckoning.bsky.social
#neuroskyence
www.thetransmitter.org/policy/scien...
Science must step away from nationally managed infrastructure
Scientific data and independence are at risk. We need to work with community-driven services and university libraries to create new multi-country organizations that are resilient to political…
www.thetransmitter.org
February 20, 2025 at 10:07 PM
Very cool read by @neuralreckoning ! ✨