ClopathLab

Here is the Clopath Lab website:

[ClopathLab @ClopathLab]

We were asked to write a commentary on NeuroAI for Nat. Rev. Neuro. with Sadra Sadeh, so here it is: https://t.co/pJzGTRY6ho

[ClopathLab @ClopathLab]

Trying to train RNNs in a biol plausible (local) way? Well, try our new method using predictive alignment. Paper just out in Nat. Com. @TAsabuki deserves all the credit!
https://t.co/9DartezWIj

[ClopathLab @ClopathLab]

Are predictions computed hierarchically, or can they be computed locally? Check out our paper! Congrats @TAsabuki
https://t.co/L6Q4dIEWrz

[Toshitake Asabuki @TAsabuki]

🚀Out in PNAS!
We find that recurrent networks trained with the predictive plasticity rules explain many features of prediction errors observed in experimental studies
https://t.co/eABA7bteZv
@ClopathLab

[ClopathLab @ClopathLab]

Check out our new paper how to embed state transitions in recurrent networks. Well done @TAsabuki !

https://t.co/RzpuosHZyY

[Toshitake Asabuki @TAsabuki]

Now in
@eLife
“Biologically plausible excitatory/inhibitory plasticity rules in recurrent spiking networks embed state-transition statistics into spontaneous activity.”
https://t.co/blT8foqGov
@ClopathLab

[ClopathLab @ClopathLab]

Check out our new work on in context learning with Jesse Geerts,@neuro_kim and Stephanie Chan

https://t.co/dvtotSRIm1

[ClopathLab @ClopathLab]

How should you combine sensory inputs with your internal predictions? Well, use uncertainty directly computed by your prediction-error circuits. Cool? Check out our Nat. Com. paper with Loreen Hertäg and Katha Wilmes. https://t.co/iZgsHa5EoZ

[ClopathLab @ClopathLab]

The @ClopathLab has a fully funded PhD position open for Oct in Computational Neuroscience at Imperial College London. If you are interested, just send us an informal e-mail!

[Toshitake Asabuki @TAsabuki]

How can a biologically plausible synaptic plasticity rule tame the chaos in recurrent neural networks?
Check out our latest preprint in @ClopathLab!
https://t.co/dBxqJ62wkE

[ClopathLab @ClopathLab]

Want to hear more about how feedback can guide learning in RNNs for motor adaptation. Here is our new paper in Nat. Com. with @BarbaFeu and @JAlGallego https://t.co/dPVxns65vV

[SWC @SWC_Neuro]

Check out the full paper in @CellCellPress from Mateo Velez-Fort, Lee Cossell, @_porta_laura, @ClopathLab and Troy Margrie

⬇️

https://t.co/wNcJpTdkH9

[ClopathLab @ClopathLab]

Check out our new paper with the Margrie lab in Cell on motor and vestibular signals in the visual cortex. Well done Mateo Velez-Fort!

https://t.co/PnqrpdeTOx

[ClopathLab @ClopathLab]

Want to hear more about hippocampus-to-cortex
feedback circuit? Our paper with the Basu lab is out in Nat Neuro! https://t.co/cu2lcjyOrJ . Well done Tanvi Butola!

[ClopathLab @ClopathLab]

See our new paper in Science with the Hofer lab. Well done @SaraMederos_ !

[ClopathLab @ClopathLab]

Very grateful for #ERCCoG to fund my research for the next 5 years!
https://t.co/jNgFQbNqZp

[Tom George @TomNotGeorge]

All details, links, code etc. can be found here: https://t.co/3oncvTSXDn

And a huge shout out to my amazing collaborators @PierreGlaser as well as @ClopathLab @neuro_kim @caswellcaswell!

2/21

[Ian Cone @dr_conehed]

📜Now in @NatureComms :
We propose an alternate theory of "RPE-like" DA transients, in which DA's "goal" is to facilitate learning of temporal bases for reward predictive cues (not necessarily to encode a strict RPE).

https://t.co/gSEosMSc6d
w/
Harel Shouval
@ClopathLab

[ClopathLab @ClopathLab]

🔥We are hiring🔥! The @ClopathLab is looking for Postdocs, come and do cool science😎 with us! Just ping me informally if you are interested!

[ClopathLab @ClopathLab]

Practical information: The application should be sent to [email protected] a 1-page motivation statement and a CV. The internship will start end of summer (date flexible). The travelling costs will be covered, and the student will get a small bursary.

[ClopathLab @ClopathLab]

Are you a PhD student in machine learning? Looking for meaningful internship?
Do you want to use your skills for Social Good?

[ClopathLab @ClopathLab]

Imperial College London (Clopath Lab) and BarefootLaw together are offering a 6-month internship (duration flexible) at BarefootLaw, Kampala, Uganda, to improve a machine learning recommendation system which helps lawyers are BarefootLaw provide free legal guidance.