Gautam Reddy
Gautam Reddy
@gautamreddy.bsky.social
Assistant Professor, Department of Physics, Princeton University
Reposted by Gautam Reddy
Thrilled to share this work, long time in the making! Carried through creatively by @siddjakes.bsky.social after initial design & piloting by @trackingskills.bsky.social, with help from @trackingactions.bsky.social. Modeling in collaboration with Massimo Vergassola & Nicola Rigolli.
Mice navigate scent trails using predictive policies
Animals actively sense their environment to extract features of interest to guide behaviors. For mammals, odors are prominent environmental features which are sampled by active modulation of sniffing ...
www.biorxiv.org
September 1, 2025 at 7:06 PM
Reposted by Gautam Reddy
Excited to announce that my first postdoc paper is now online!

Links:
www.nature.com/articles/s41...
rdcu.be/eAcN7

In it, we examine the perennial question: what changes in the brain when learning a new motor skill?

Read more below to find out 👇
Differential kinematic coding in sensorimotor striatum across behavioral domains reflects different contributions to movement - Nature Neuroscience
Hardcastle and Marshall et al. show that striatal function is domain specific, required for task-related but not spontaneously expressed movements. This functional distinction is reflected in starkly ...
www.nature.com
August 12, 2025 at 6:26 PM
Reposted by Gautam Reddy
Sam Gershman writes beautifully about how theory-free neuroscience prevents the field from reaching its promise. Beautiful and true. Most folks do not test hypotheses. Running a NHST does not a hypothesis make. www.thetransmitter.org/theoretical-...
Breaking the barrier between theorists and experimentalists
Many neuroscience students are steeped in an experiment-first style of thinking. Let’s not forget how theory can guide experiments.
www.thetransmitter.org
February 24, 2025 at 6:13 PM
Reposted by Gautam Reddy
1. Today the NIH director issued a new directive slashing overhead rates to 15%.

I want to provide some context on what that means and why it matters.

grants.nih.gov/grants/guide...
NOT-OD-25-068: Supplemental Guidance to the 2024 NIH Grants Policy Statement: Indirect Cost Rates
NIH Funding Opportunities and Notices in the NIH Guide for Grants and Contracts: Supplemental Guidance to the 2024 NIH Grants Policy Statement: Indirect Cost Rates NOT-OD-25-068. OD
grants.nih.gov
February 8, 2025 at 12:18 AM
Reposted by Gautam Reddy
The NIH overhead cut doesn't just hurt universities.

It's deadly to the US economy.

The US is a world leader in tech due to the ecosystem that NIH and NSF propel. It drives innovation for tech transfer, creates a highly-skilled sci/tech workforce, and fosters academic/industry crossfertilization.
2. While NSF and NIH indeed have a mission to fund specific research innovations via grantmaking, they do a lot more than that.

Their principal role is support a scientific ecosystem in the United States, that includes everything from education and training to infrastructure and communication.
February 8, 2025 at 2:03 AM
Reposted by Gautam Reddy
@noehamou.bsky.social and @gautamreddy.bsky.social (with a little bit of help from me) have written a really interesting theoretical paper on associative learning (in particular Pavlovian conditioning):
www.biorxiv.org/content/10.1...
Reconciling time and prediction error theories of associative learning
Learning involves forming associations between sensory events that have a consistent temporal relationship. Influential theories based on prediction errors explain numerous behavioral and neurobiologi...
www.biorxiv.org
January 28, 2025 at 2:01 PM
Reposted by Gautam Reddy
Extraordinarily detailed article here by @mliebreich.bsky.social - if you're interested at all in the energy impact of AI data center buildouts I recommend spending some time with this, I learned a ton from it
January 12, 2025 at 12:07 AM
Reposted by Gautam Reddy
Excited to see this work out! Work on automatic shaping of animal behavior (and artificial agents), led by the amazing @gautamreddy.bsky.social #neuroscience #psychscisky 🧪
Adaptive algorithms for shaping behavior
bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution
www.biorxiv.org
December 5, 2023 at 8:36 PM