Sahil Rajesh Dhayalkar

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Constructive Framework for Nondeterministic Automata via Time-Shared, Depth-Unrolled Feedforward Networks. IEEE Access Sahil Rajesh Dhayalkar
2026	J	`jnl`	Reasoning Stabilization Point: A Training-Time Signal for Stable Evidence and Shortcut Reliance. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	A Combinatorial Theory of Dropout: Subnetworks, Graph Geometry, and Generalization. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	Attention as Binding: A Vector-Symbolic Perspective on Transformer Reasoning. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	Discrete Functional Geometry of ReLU Networks via ReLU Transition Graphs. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	Neural Networks as Universal Finite-State Machines: A Constructive Deterministic Finite Automaton Theory. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	Neural Networks as Universal Finite-State Machines: A Constructive ReLU Simulation Framework for NFAs. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	Symbolic Feedforward Networks for Probabilistic Finite Automata: Exact Simulation and Learnability. CoRR Sahil Rajesh Dhayalkar
2025	J	`jnl`	The Geometry of ReLU Networks through the ReLU Transition Graph. CoRR Sahil Rajesh Dhayalkar
2024	J	`jnl`	Dynamic Context Adaptation and Information Flow Control in Transformers: Introducing the Evaluator Adjuster Unit and Gated Residual Connections. CoRR Sahil Rajesh Dhayalkar
2024	J	`jnl`	Human Activity Recognition using Smartphones. CoRR Mayur Sonawane, Sahil Rajesh Dhayalkar, Siddesh Waje, Soyal Markhelkar, Akshay Wattamwar, Seema C. Shrawne