Gizem ร–zdil's Avatar

Gizem ร–zdil

@gzmozd.bsky.social

๐Ÿชฐ๐Ÿง ๐Ÿค– PhD student @EPFL | @GoogleAI PhD Fellow | Previously @UniBogazici @FlatironCCN

262 Followers  |  265 Following  |  21 Posts  |  Joined: 26.11.2024  |  2.0643

Latest posts by gzmozd.bsky.social on Bluesky

Thanks, Ben! Looking forward to being there :)

19.07.2025 08:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Thank you so much!! I hope everything is going well for you! :)

16.07.2025 20:12 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Big life update: Iโ€™m super excited to be joining the Kempner Institute as a Research Fellow!
If youโ€™re curious about my research plans or just want to connect, please reach out! ๐Ÿ˜Š

16.07.2025 19:16 โ€” ๐Ÿ‘ 19    ๐Ÿ” 3    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Please RT๐Ÿ™

Reach out if you want to help understand cognition by modelling, analyzing and/or collect large scale intracortical data from ๐Ÿ‘ฉ๐Ÿ’๐Ÿ

We're a friendly, diverse group (n>25) w/ this terrace ๐Ÿ˜Ž in the center of Paris! See๐Ÿ‘‡ for + info about the lab

We have funding to support your application!

10.05.2025 14:23 โ€” ๐Ÿ‘ 39    ๐Ÿ” 21    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๐Ÿ“ฝ๏ธRecordings from our
@cosynemeeting.bsky.social
#COSYNE2025 workshop on โ€œAgent-Based Models in Neuroscience: Complex Planning, Embodiment, and Beyond" are now online: neuro-agent-models.github.io
๐Ÿง ๐Ÿค–

07.04.2025 20:57 โ€” ๐Ÿ‘ 36    ๐Ÿ” 11    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
COSYNE 2025 Rajan lab posters. 
Friday, March 28 - Poster Session 2:
2-043: Emergent small-group foraging under variable group size, food scarcity, and sensory capabilities by Zhouyang (Hanson) Lu, Satpreet H Singh, Sonja Johnson-Yu, Aaron Walsman, Kanaka Rajan
2-058: 'Modeling rapid neuromodulation in the cortex-basal ganglia-thalamus loop' by Julia Costacurta and Yu Duan (co-first), John Assad, Kanaka Rajan and Scott Linderman (co-senior)
2-060: 'Measuring and Controlling Solution Degeneracy across Task-Trained RNNs' by Ann Huang, Satpreet Singh, Kanaka Rajan

Saturday, March 29 - Poster Session 3:

3-020: 'ForageWorld: RL agents in complex foraging arenas develop internal maps for navigation and planning' by Ryan Badman, Riley Simmons-Edler, Joshua Lunger, John Vastola, William Qian, Kanaka Rajan
3-109: 'Inhibition-stabilized disordered dynamics in mouse cortex during navigational decision-making' by Siyan Zhou, Ryan Badman, Charlotte Arlt, Kanaka Rajan, Christopher Harvey

COSYNE 2025 Rajan lab posters. Friday, March 28 - Poster Session 2: 2-043: Emergent small-group foraging under variable group size, food scarcity, and sensory capabilities by Zhouyang (Hanson) Lu, Satpreet H Singh, Sonja Johnson-Yu, Aaron Walsman, Kanaka Rajan 2-058: 'Modeling rapid neuromodulation in the cortex-basal ganglia-thalamus loop' by Julia Costacurta and Yu Duan (co-first), John Assad, Kanaka Rajan and Scott Linderman (co-senior) 2-060: 'Measuring and Controlling Solution Degeneracy across Task-Trained RNNs' by Ann Huang, Satpreet Singh, Kanaka Rajan Saturday, March 29 - Poster Session 3: 3-020: 'ForageWorld: RL agents in complex foraging arenas develop internal maps for navigation and planning' by Ryan Badman, Riley Simmons-Edler, Joshua Lunger, John Vastola, William Qian, Kanaka Rajan 3-109: 'Inhibition-stabilized disordered dynamics in mouse cortex during navigational decision-making' by Siyan Zhou, Ryan Badman, Charlotte Arlt, Kanaka Rajan, Christopher Harvey

Big showing from the Rajan Lab at @cosynemeeting.bsky.social!

We have posters on everything from multi-agent social foraging to neuromodulated neural networks. Catch us in Poster Sessions 2 & 3 ๐Ÿง ๐Ÿค–

#Cosyne2025 #NeuroAI #CompSci #neuroskyence

28.03.2025 15:33 โ€” ๐Ÿ‘ 37    ๐Ÿ” 9    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Sadly, I wonโ€™t be there in person this year because of visa issues :(( (yep, theyโ€™re real and they suck)... But two of my amazing co-organizers will be there: @satpreetsingh.bsky.social and @chingfang.bsky.social

27.03.2025 11:29 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Only 4 days to go until our workshop!! ๐Ÿชฐ๐Ÿ๐Ÿค–
If you're at COSYNE, don't miss out on incredible talks and inspiring panel discussions at "Agent-Based Models in Neuroscience: Complex Planning, Embodiment, and Beyond" on March 31 :)

Check out the latest schedule: neuro-agent-models.github.io

27.03.2025 11:27 โ€” ๐Ÿ‘ 6    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๐Ÿšจ SUPER excited to announce our Cosyne workshop on Neuro Agents! ๐Ÿค–๐Ÿ๐Ÿชฐ๐Ÿง  We have an incredible lineup of speakers, check out the program! neuro-agent-models.github.io

See you in Canada! ๐Ÿ‡จ๐Ÿ‡ฆ

#Cosyne #Cosyne2025 #NeuroAI

18.02.2025 20:36 โ€” ๐Ÿ‘ 4    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Congrats!! I will be there as well, presenting another biomechanics paper โ˜บ๏ธ

24.12.2024 17:46 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
An introduction to reinforcement learning for neuroscience | Published in Neurons, Behavior, Data analysis, and Theory By Kristopher T. Jensen. Reinforcement learning for neuroscientists

I wrote an introduction to RL for neuroscience last year that was just published in NBDT: tinyurl.com/5f58zdy3

This review aims to provide some intuition for and derivations of RL methods commonly used in systems neuroscience, ranging from TD learning through the SR to deep and distributional RL!

21.12.2024 17:59 โ€” ๐Ÿ‘ 130    ๐Ÿ” 32    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 0

Thank you so much, John! I would love to hear your thoughts!

19.12.2024 20:22 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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As you unwrap your holiday presents, consider how you coordinate your fingers and limbs.
@gzmozd.bsky.social identified fly brain networks for body part coordination through experiments, biomechanical modeling, connectomics, and neural network simulations ! ๐Ÿค–
www.biorxiv.org/content/10.1...

18.12.2024 11:03 โ€” ๐Ÿ‘ 9    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

10/ Big thanks to our amazing collaborators and the incredible fly community for creating the open-source tools that made this work possible. ๐Ÿ™Œ #Neuroscience #MotorControl #Drosophila #Connectome @neuroxepfl.bsky.social @fly-eds.bsky.social @flywire.bsky.social

18.12.2024 17:20 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Centralized brain networks underlie body part coordination during grooming Animals must coordinate multiple body parts to perform important tasks such as grooming, or locomotion. How this movement synchronization is achieved by the nervous system remains largely unknown. Her...

9/ So next time you see a fly grooming itself or you try multitasking, take a moment to appreciate the magic of coordination. Check out our preprint! ๐Ÿชฐ๐Ÿง  www.biorxiv.org/content/10.1...

18.12.2024 17:18 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

8/ The flyโ€™s strategy enables robustness yet flexibility, thus it may be a common blueprint for movement across speciesโ€”or even for other behaviors in flies. ๐Ÿ๐Ÿฑ๐ŸฆŽ

18.12.2024 17:17 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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7/ Recurrent excitation: Drives non-groomed antennal pitch movements and keeps other motor networks in sync. โšก๏ธ
Broadcast inhibition: Suppresses targeted antennal movement to prevent conflicting actions. โ›”๏ธ

18.12.2024 17:16 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

6/ To understand this better, we simulated the grooming network and ran a computational neural activation screen. Two key circuit motifs emerged as the stars of this coordination process:

18.12.2024 17:14 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

5/ Think of it as an elegant engineering solution: these central neurons enable flexibility, allowing any brain region to initiate or stop the behavior. ๐Ÿ› ๏ธ

18.12.2024 17:13 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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4/ So, what orchestrates these movements? Using the fly connectome, we constructed a subnetwork for antennal grooming. In this network, we discovered that a central group of neurons links motor circuits for the neck, antennae, and forelegs. ๐Ÿง  These neurons act as a hub for coordinating body parts.

18.12.2024 17:12 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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3-2/ EVEN without antennae, the coordination between head rotations and foreleg movements remains! ๐Ÿ˜ฑ๐Ÿ˜ฑ๐Ÿ˜ฑ

18.12.2024 17:10 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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3-1/ Or, head-immobilized flies will still move their antennae and forelegs in a fascinatingly coordinated fashion. ๐Ÿคฏ

18.12.2024 17:08 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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3/ Surprisingly, each body part operates independently of the others' sensory feedback. Even with amputated forelegs, flies still move their antennae and head! This suggests an open-loop (not feedback-based) coordination mechanism. ๐Ÿค–

18.12.2024 17:05 โ€” ๐Ÿ‘ 5    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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2/ By simulating these motions in a biomechanical model, we discovered the reason: synchronization ensures forceful and unobstructed interactions between the forelegs and antennae. This efficiency guarantees a thorough cleaning job. ๐Ÿ’ชโœจ

18.12.2024 17:03 โ€” ๐Ÿ‘ 4    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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1/ In our study, we explored how flies synchronize their head, antennae, and forelegs during goal-directed antennal grooming. We found that when targeting an antenna, flies perform three distinct motor actions. But why these specific movements?

18.12.2024 17:02 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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๐Ÿงต Ever seen a fly perform a full self-care ritual? ๐Ÿชฐ They meticulously rub their head and clean their antennae, ensuring every speck of dirt is gone. But how do they coordinate all those tiny body parts so seamlessly?๐Ÿ‘‡

18.12.2024 17:01 โ€” ๐Ÿ‘ 48    ๐Ÿ” 22    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

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