3 papers
q-bio.NC2025
Neural Models of Task Adaptation: A Tutorial on Spiking Networks for Executive Control
Ashwin Viswanathan Kannan, Madhumitha Ganesan
Understanding cognitive flexibility and task-switching mechanisms in neural systems requires biologically plausible computational models. This tutorial presents a step-by-step appr…
cs.LG2025
Hopfield Networks Meet Big Data: A Brain-Inspired Deep Learning Framework for Semantic Data Linking
Ashwin Viswanathan Kannan, Johnson P Thomas, Abhimanyu Mukerji
The exponential rise in data generation has led to vast, heterogeneous datasets crucial for predictive analytics and decision-making. Ensuring data quality and semantic integrity r…
cs.LG2024
Valuing an Engagement Surface using a Large Scale Dynamic Causal Model
Abhimanyu Mukerji, Sushant More, Ashwin Viswanathan Kannan +5
With recent rapid growth in online shopping, AI-powered Engagement Surfaces (ES) have become ubiquitous across retail services. These engagement surfaces perform an increasing rang…