Shiv Davay
I'm a high school student with a passion for biotech, bioinformatics, and computational modeling. My research spans computational neuroscience, medical data analysis, and wearable technology, with a strong focus on improving healthcare solutions through software and statistical modeling.
Beyond research, Shiv is deeply engaged in STEM education, co-leading an intensive bootcamp to teach middle schoolers how to develop research projects. He also enjoys coding in Python, R, Julia, and Swift, applying his skills to both app development and complex data analysis.
I enjoy spending time playing badminton competitively within my region and love to hike and bike with my friends and family!
Session
Computational challenges limit our understanding of memory formation at the molecular level. This study applies Neural Ordinary Differential Equations (NeuralODEs) using prospective configuration techniques to model the STC hypothesis, offering a biologically plausible alternative to backpropagation. Using Julia, the system achieved a loss of 0.005 while accurately capturing molecular interactions. The findings demonstrate NeuralODEs' potential for modeling complex biological processes.