About

My research broadly focuses on understanding the dynamics of cortical circuits that subserve cognitive functions, by adopting problem-solving approaches from physics, mathematics, electrical engineering, and computer science into neuroscience research.

I am currently pursuing a Ph.D. in physics at the University of Arkansas, where I work with Woodrow Shew. I previously attended Columbia University for undergrad and I spent many years in San Francisco and Palo Alto working for various seed stage startups.

 
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Research

Ongoing Work

  1. Functional encoding of cognitive operations
  2. Geometry of episodic memory and working memory communication

Publications

2024
Barreiro, A. K., Fontenele, A. J., Cheng, L., Raju P. C., Gautam, S. H., & Shew, W. L. Sensory input to cortex encoded on low-dimensional periphery- correlated subspaces. PNAS Nexus 3(1), [link][pdf][si]
2020
Golan, T., Raju P. C., & Kriegeskorte, N. (November 2020).Controversial stimuli: Pitting neural networks against each other as models of human cognition. Proceedings of the National Academy of Sciences, 117(47), 29330-29337 [link][pdf][code]

Conference Abstracts

2020
Golan, T., Raju P. C., & Kriegeskorte, N. (March 2020). Adjudicating between deep neural network models of biological vision with controversial stimuli. Unpublished conference paper. Computational and Systems Neuroscience (Cosyne) Denver, CO. (Poster III-53) [link][poster]

Golan, T., Raju P. C., & Kriegeskorte, N. (October 2020). Controversial stimuli: adjudicating between deep neural network models of biological vision with synthetic images. Journal of Vision 20(11), 947 doi: 10.1167/jov.20.11.947 [link]

Interests

Brain Function

Academic

There are 1010 neurons in the human brain, with an average of 104 synapses on each. Despite this extremely large and complex configuration, the brain is able to rapidly store and retrieve information by performing less then 100 computations in the order of microseconds, which is extraordinarily impressive when taken into account that nobody has been able to produce a polynomial time solution to the Traveling Salesperson Problem inspite of the best effort of some of the brightest minds. It's abilitiy to store large amounts of information and to be able to learn to piece together disparate sets of information under different contexts is something that the most sophisticated AI does not come close to being able to accomplish. Though significant progress has been made in learning how key elements of the brain work, the mechanics of its underlying operating system still remains unknown.

All of my research interests are guided by an Ahabian desire to learn how the brain's operating system works. In this pursuit, I am interested in learning about the biophysical properties of the brain at every possible level - from individual dendritic spines to long range networks - and to be able to bridge together experimental findings and to move into uncharted waters with theoretical proposals and accompanying computational frameworks. My hope is that the recent advances in AI research and that the easy access to powerful computing hardware will make simulating and testing such frameworks possible, and that they will ultimately advance the development of a unified theory of the brain's operating system.

Arjun and Divya (2017) - Prashant C. Raju

Personal

I am a dog lover, and have never met a dog that I haven't loved. I am the proud father of 2 puppies, Biscuit and Chewbacca (Chewy), biological siblings from the same litter. Their mom was a boxer mix and their dad was an unknown. They were born on December 4, 2021 in Colcord, OK. Biscuit was adopted on March 5, 2022 and Chewy was adopted on June 18, 2022, both from Tailwaggers of Northwest Arkansas.

I have enjoyed art since I was young. My interest originally began out appreciation of the aesthetic and has evolved into a fascination with deciphering sentiment. Over the years, I have painted and I have drawn portraits with both oil and with charcoal. In recent years, my interest in analyzing expression in art has expanded to analyzing it in other domains, particularly in literature and in poetry. I have also recently began carpentry.

I am a huge car fanatic and I have an unwavering love for Porsche. I was fortunate to have once owned a 997 C2 cabriolet. One of my goals in life is to buy and fully restore a 1960's era 911.

Contact

I have mentored a wide range of students, with backgrounds ranging all the way from the 1st grade up to Ph.D. candidate, as I enjoy helping people learn. I am always happy to help anyone looking to learn or looking to discuss anything related to neuroscience or AI.

My thoughts

Coming soon...

My thoughts

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