3 papers
q-bio.NC2025
Stimulus-Voltage-Based Prediction of Action Potential Onset Timing: Classical vs. Quantum-Inspired Approaches
Stevens Johnson, Varun Puram, Johnson Thomas +2
Accurate modeling of neuronal action potential (AP) onset timing is crucial for understanding neural coding of danger signals. Traditional leaky integrate-and-fire (LIF) models, wh…
cs.DS2024
Quantum Algorithm for Jaccard Similarity
Varun Puram, Ruthvik Rao Bobbili, Johnson P Thomas
Jaccard Similarity is a very common proximity measurement used to compute the similarity between two asymmetric binary vectors. Jaccard Similarity is the ratio between the 1s (Inte…
cs.NE2023
Unsupervised Spiking Neural Network Model of Prefrontal Cortex to study Task Switching with Synaptic deficiency
Ashwin Viswanathan Kannan, Goutam Mylavarapu, Johnson P Thomas
In this study, we build a computational model of Prefrontal Cortex (PFC) using Spiking Neural Networks (SNN) to understand how neurons adapt and respond to tasks switched under sho…