Human Activity Recognition using Smartphones. - Mayur Sonawane; Sahil Rajesh Dhayalkar; Siddesh Waje; Soyal Markhelkar; Akshay Wattamwar; Seema C. Shrawne (CoRR, 2024)

Dynamic Context Adaptation and Information Flow Control in Transformers: Introducing the Evaluator Adjuster Unit and Gated Residual Connections. - Sahil Rajesh Dhayalkar (CoRR, 2024)

A Combinatorial Theory of Dropout: Subnetworks, Graph Geometry, and Generalization. - Sahil Rajesh Dhayalkar (CoRR, 2025)

The Geometry of ReLU Networks through the ReLU Transition Graph. - Sahil Rajesh Dhayalkar (CoRR, 2025)

Neural Networks as Universal Finite-State Machines: A Constructive Deterministic Finite Automaton Theory. - Sahil Rajesh Dhayalkar (CoRR, 2025)

Neural Networks as Universal Finite-State Machines: A Constructive ReLU Simulation Framework for NFAs. - Sahil Rajesh Dhayalkar (CoRR, 2025)