Chethan Pandarinath
@chethanp.bsky.social
🧠 🤖 #SfN25 - these amazing trainees are pioneering multifunctional brain-computer interfaces and deep inference of multi-area dynamics!
November 15, 2025 at 9:55 PM
🧠 🤖 #SfN25 - these amazing trainees are pioneering multifunctional brain-computer interfaces and deep inference of multi-area dynamics!
Reposted by Chethan Pandarinath
Wonderful to see this important paper come out yesterday- Congrats Lahiru, Nick, and Chethan @chethanp.bsky.social
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Spinal interneuron population dynamics underlying flexible pattern generation - Nature Communications
The spinal interneuron population dynamics underlying flexible pattern generation remain not fully understood. Here, the authors present that spinal interneuron state space trajectories capture fine-g...
www.nature.com
November 1, 2025 at 11:26 AM
Wonderful to see this important paper come out yesterday- Congrats Lahiru, Nick, and Chethan @chethanp.bsky.social
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Reposted by Chethan Pandarinath
🎙️ Just published a new episode of Holy Shift! Biomedical Breakthroughs Shaping Tomorrow : Your New Heart | Dr. Mike Davis. Have a listen:
Your New Heart | Dr. Mike Davis
In this episode of Holy Shift! Biomedical Breakthroughs Shaping...
share.transistor.fm
September 23, 2025 at 10:00 AM
🎙️ Just published a new episode of Holy Shift! Biomedical Breakthroughs Shaping Tomorrow : Your New Heart | Dr. Mike Davis. Have a listen:
This is wild.
Our first preprint has been accepted for publication www.science.org/doi/10.1126/... !!
tldr: @ezeyulu00.bsky.social , @amartyapradhan.bsky.social , @dkoveal.bsky.social and I developed a method using injectable nanoparticles to turn mice into…constellations in motion. 🧵⤵️
tldr: @ezeyulu00.bsky.social , @amartyapradhan.bsky.social , @dkoveal.bsky.social and I developed a method using injectable nanoparticles to turn mice into…constellations in motion. 🧵⤵️
High-resolution in vivo kinematic tracking with customized injectable fluorescent nanoparticles
Injectable fluorescent nanoparticles were used to track positions on and inside of freely moving animals at high resolution.
www.science.org
October 2, 2025 at 9:44 PM
This is wild.
Reposted by Chethan Pandarinath
I'm very excited to share the workshop "𝐈𝐦𝐩𝐥𝐚𝐧𝐭𝐞𝐝 𝐁𝐂𝐈𝐬: 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬, 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐅𝐮𝐭𝐮𝐫𝐞 𝐃𝐢𝐫𝐞𝐜𝐭𝐢𝐨𝐧𝐬" which will be on November 11 at the IEEE/EMBS International Conference on Neural Engineering in San Diego!
#IEEE #NER25 #neurotech #BCI #iBCI
#IEEE #NER25 #neurotech #BCI #iBCI
NER_2025_iBCI Workshop_Info_250903.pdf
lnkd.in
September 4, 2025 at 8:23 PM
I'm very excited to share the workshop "𝐈𝐦𝐩𝐥𝐚𝐧𝐭𝐞𝐝 𝐁𝐂𝐈𝐬: 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬, 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐅𝐮𝐭𝐮𝐫𝐞 𝐃𝐢𝐫𝐞𝐜𝐭𝐢𝐨𝐧𝐬" which will be on November 11 at the IEEE/EMBS International Conference on Neural Engineering in San Diego!
#IEEE #NER25 #neurotech #BCI #iBCI
#IEEE #NER25 #neurotech #BCI #iBCI
Reposted by Chethan Pandarinath
Are you an ambitious scientist or engineer?
Do you want to do hard engineering that will transform lives and advance science?
Come join us to build next-generation neurotechnology at Integral.
Do you want to do hard engineering that will transform lives and advance science?
Come join us to build next-generation neurotechnology at Integral.
We're hiring again.
- EEs
- MechEs
- BiomedEs
- ASIC designers
- and more...
www.integralneuro.com/careers
- EEs
- MechEs
- BiomedEs
- ASIC designers
- and more...
www.integralneuro.com/careers
Careers | Integral
Integral is building technologies to treat neurological and psychiatric disorders.
www.integralneuro.com
March 28, 2025 at 5:33 AM
Are you an ambitious scientist or engineer?
Do you want to do hard engineering that will transform lives and advance science?
Come join us to build next-generation neurotechnology at Integral.
Do you want to do hard engineering that will transform lives and advance science?
Come join us to build next-generation neurotechnology at Integral.
👏👏👏
March 26, 2025 at 1:32 AM
👏👏👏
Reposted by Chethan Pandarinath
NIH grants peeps are working hard, on a Sunday night, trying to get our grants out to us as their world is in chaos.
We owe them all a huge debt.
Science peeps: be sure to send your grants personnel (grants management, POs and SROs) a note of encouragement and gratitude.
@sarathomasy.bsky.social
We owe them all a huge debt.
Science peeps: be sure to send your grants personnel (grants management, POs and SROs) a note of encouragement and gratitude.
@sarathomasy.bsky.social
February 17, 2025 at 3:02 AM
NIH grants peeps are working hard, on a Sunday night, trying to get our grants out to us as their world is in chaos.
We owe them all a huge debt.
Science peeps: be sure to send your grants personnel (grants management, POs and SROs) a note of encouragement and gratitude.
@sarathomasy.bsky.social
We owe them all a huge debt.
Science peeps: be sure to send your grants personnel (grants management, POs and SROs) a note of encouragement and gratitude.
@sarathomasy.bsky.social
Reposted by Chethan Pandarinath
Today, along with 2,000 other NIH employees, I had to clear out my office 😭
It was truly the honor of my life to work with such incredibly passionate people focused on improving human health. I’ve never experienced a more positive culture where *everyone* cared about their job and serving others.
It was truly the honor of my life to work with such incredibly passionate people focused on improving human health. I’ve never experienced a more positive culture where *everyone* cared about their job and serving others.
February 14, 2025 at 11:31 PM
Today, along with 2,000 other NIH employees, I had to clear out my office 😭
It was truly the honor of my life to work with such incredibly passionate people focused on improving human health. I’ve never experienced a more positive culture where *everyone* cared about their job and serving others.
It was truly the honor of my life to work with such incredibly passionate people focused on improving human health. I’ve never experienced a more positive culture where *everyone* cared about their job and serving others.
Reposted by Chethan Pandarinath
Computation-through-Dynamics Benchmark: Simulated datasets and quality metrics for dynamical models of neural activity https://www.biorxiv.org/content/10.1101/2025.02.07.637062v1
February 9, 2025 at 5:18 AM
Computation-through-Dynamics Benchmark: Simulated datasets and quality metrics for dynamical models of neural activity https://www.biorxiv.org/content/10.1101/2025.02.07.637062v1
Have started paying influencers to market our merch
Enjoying my @chethanp.bsky.social lab swag 😎
February 4, 2025 at 2:15 AM
Have started paying influencers to market our merch
Reposted by Chethan Pandarinath
I’m inviting you to attend a conference May 7-8 at Georgia Tech called InterfaceNeuro (interfaceneuro.org), targeting the intersection of neuroscience, neuroengineering, clinical/translational research, neurotech industry, and individuals with lived experiences. Please share!
#neuroskyence 🧠🧪
#neuroskyence 🧠🧪
InterfaceNeuro | Conference on Neuroengineering
interfaceneuro.org
January 22, 2025 at 11:59 AM
I’m inviting you to attend a conference May 7-8 at Georgia Tech called InterfaceNeuro (interfaceneuro.org), targeting the intersection of neuroscience, neuroengineering, clinical/translational research, neurotech industry, and individuals with lived experiences. Please share!
#neuroskyence 🧠🧪
#neuroskyence 🧠🧪
Really wonderful to see this recognition of Michael J. Fox and his Foundation's tireless efforts to improve the lives of people with Parkinson's disease. www.michaeljfox.org/news/michael...
Michael J. Fox Receives Presidential Medal of Freedom
On January 4, 2025, Michael J. Fox was awarded the Presidential Medal of Freedom, the nation's highest civilian honor.
www.michaeljfox.org
January 7, 2025 at 7:36 PM
Really wonderful to see this recognition of Michael J. Fox and his Foundation's tireless efforts to improve the lives of people with Parkinson's disease. www.michaeljfox.org/news/michael...
Reposted by Chethan Pandarinath
663 days since the senseless tragedy that took An, we present a manuscript that reports some of the discoveries that she left us.
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
Targeted stimulation of motor cortex neural ensembles drives learned movements
During the execution of learned motor skills, the neural population in the layer 2/3 (L2/3) of the primary motor cortex (M1) expresses a reproducible spatiotemporal activity pattern. It is debated whe...
www.biorxiv.org
January 7, 2025 at 5:53 AM
663 days since the senseless tragedy that took An, we present a manuscript that reports some of the discoveries that she left us.
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
Looking to start off the new year with a bang? How about a postdoc position in intracortical BCIs to restore speech, as part of the BrainGate clinical trial? Come join us!!
snel.ai/positions/sp...
snel.ai/positions/sp...
Postdoc: Intracortical Brain-Computer Interfaces to restore Speech | snel.ai
Postdoc in intracortical speech iBCI for people with paralysis (Full-time, Emory / GA Tech)
snel.ai
December 28, 2024 at 12:37 PM
Looking to start off the new year with a bang? How about a postdoc position in intracortical BCIs to restore speech, as part of the BrainGate clinical trial? Come join us!!
snel.ai/positions/sp...
snel.ai/positions/sp...
Reposted by Chethan Pandarinath
Walking is an essential part of life- yet we do not know how the nervous system generates the underlying neural programs.
Please find our sneak-peek preprint on neural generation of locomotion in the mouse:
biorxiv.org/content/10.1...
Pan-neuronal one-spot tracks in lumbar cord w clearing & LSM
Please find our sneak-peek preprint on neural generation of locomotion in the mouse:
biorxiv.org/content/10.1...
Pan-neuronal one-spot tracks in lumbar cord w clearing & LSM
December 25, 2024 at 12:45 PM
Walking is an essential part of life- yet we do not know how the nervous system generates the underlying neural programs.
Please find our sneak-peek preprint on neural generation of locomotion in the mouse:
biorxiv.org/content/10.1...
Pan-neuronal one-spot tracks in lumbar cord w clearing & LSM
Please find our sneak-peek preprint on neural generation of locomotion in the mouse:
biorxiv.org/content/10.1...
Pan-neuronal one-spot tracks in lumbar cord w clearing & LSM
Reposted by Chethan Pandarinath
What is or isn't a "BCI"?
We argue in Nature BME today that if the tech stimulates or records brain activity AND does computation, it's a BCI.
www.nature.com/articles/s41...
But we still need a way to discuss different types of BCI separately... 🧵
#BCI #BrainComputerInterface
We argue in Nature BME today that if the tech stimulates or records brain activity AND does computation, it's a BCI.
www.nature.com/articles/s41...
But we still need a way to discuss different types of BCI separately... 🧵
#BCI #BrainComputerInterface
An application-based taxonomy for brain–computer interfaces - Nature Biomedical Engineering
Naming brain–computer interfaces according to their intended application will assist stakeholders in the evaluation of the benefits and risks of neurotechnologies.
www.nature.com
December 23, 2024 at 4:04 PM
What is or isn't a "BCI"?
We argue in Nature BME today that if the tech stimulates or records brain activity AND does computation, it's a BCI.
www.nature.com/articles/s41...
But we still need a way to discuss different types of BCI separately... 🧵
#BCI #BrainComputerInterface
We argue in Nature BME today that if the tech stimulates or records brain activity AND does computation, it's a BCI.
www.nature.com/articles/s41...
But we still need a way to discuss different types of BCI separately... 🧵
#BCI #BrainComputerInterface
Super exciting. The culmination of years of careful, theory-guided experiments and detailed analysis. Love it.
Can the motor system use sensory expectations to prepare for unexpected events?
Excited to share my latest work with @andpru.bsky.social – where we establish that sensory expectations shape neural population dynamics in motor circuits!
🧵 and paper below
1/
Excited to share my latest work with @andpru.bsky.social – where we establish that sensory expectations shape neural population dynamics in motor circuits!
🧵 and paper below
1/
December 23, 2024 at 2:00 PM
Super exciting. The culmination of years of careful, theory-guided experiments and detailed analysis. Love it.
Reposted by Chethan Pandarinath
This is an excellent thread summarizing many of my own objections. I’d like to add two thoughts: 🧵 1/n
There's a movement in neuroscience suggesting we should be pursuing bigger bets with larger teams. I think there's a case for doing a bit of this, but I think it's a bad idea to prioritise it for two reasons, and a good case for saying we should be moving in the exact opposite direction. 🧠🧪
December 18, 2024 at 5:40 PM
This is an excellent thread summarizing many of my own objections. I’d like to add two thoughts: 🧵 1/n
Reposted by Chethan Pandarinath
Live demos are hard, letting anyone try out the demo is harder. Hardware makes all of this doubly so.
Thank you to everyone who dropped by our posters, engaged in discussions, and tried out the surface EMG demo. We were humbled by the interest! #NeurIPS2024
Thank you to everyone who dropped by our posters, engaged in discussions, and tried out the surface EMG demo. We were humbled by the interest! #NeurIPS2024
December 14, 2024 at 11:21 PM
Live demos are hard, letting anyone try out the demo is harder. Hardware makes all of this doubly so.
Thank you to everyone who dropped by our posters, engaged in discussions, and tried out the surface EMG demo. We were humbled by the interest! #NeurIPS2024
Thank you to everyone who dropped by our posters, engaged in discussions, and tried out the surface EMG demo. We were humbled by the interest! #NeurIPS2024
Reposted by Chethan Pandarinath
This is the most important list of heroes on here: go.bsky.app/Aqcw1mf
December 7, 2024 at 9:54 PM
This is the most important list of heroes on here: go.bsky.app/Aqcw1mf
But do the kids even get the reference I wonder…
December 6, 2024 at 6:49 PM
But do the kids even get the reference I wonder…
Our mentor and dear friend Krishna Shenoy had the same refrain, though with a different perspective. But ultimately, peeling all the other layers off, our jobs/impact as scientists comes down to the people.
December 6, 2024 at 2:11 PM
Our mentor and dear friend Krishna Shenoy had the same refrain, though with a different perspective. But ultimately, peeling all the other layers off, our jobs/impact as scientists comes down to the people.
Two MASSIVE datasets of EMG released by Meta Reality Labs. Really exciting to see these types of datasets being publicly released!!
(Note: personal COI)
(Note: personal COI)
1/
We just open-sourced two large wrist electromyography (EMG) datasets - one towards typing without a keyboard and the other for predicting hand poses - with baselines.
We believe these will help advance research into making high bandwidth non-invasive neuromotor interfaces a reality!
We just open-sourced two large wrist electromyography (EMG) datasets - one towards typing without a keyboard and the other for predicting hand poses - with baselines.
We believe these will help advance research into making high bandwidth non-invasive neuromotor interfaces a reality!
Advancing Neuromotor Interfaces by Open Sourcing Surface Electromyography (sEMG) Datasets for Pose Estimation and Surface Typing
We’re releasing emg2qwerty and emg2pose—two large datasets and benchmarks for sEMG-based typing and pose estimation, as part of the NeurIPS 2024 Datasets and Benchmarks track.
ai.meta.com
December 6, 2024 at 2:06 PM
Two MASSIVE datasets of EMG released by Meta Reality Labs. Really exciting to see these types of datasets being publicly released!!
(Note: personal COI)
(Note: personal COI)
Oh look @bkarpowicz.bsky.social just joined bluesky... ⌛😅
How can we build BCIs that operate robustly in the face of nonstationarities?
Our @neuripsconf.bsky.social Datasets and Benchmarks paper introduces the Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark!
Led by Brianna Karpowicz and @joelye.bsky.social
Our @neuripsconf.bsky.social Datasets and Benchmarks paper introduces the Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark!
Led by Brianna Karpowicz and @joelye.bsky.social
December 3, 2024 at 11:33 PM
Oh look @bkarpowicz.bsky.social just joined bluesky... ⌛😅