Sahil Rajesh Dhayalkar

According to our database, Sahil Rajesh Dhayalkar authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2026

Reasoning Stabilization Point: A Training-Time Signal for Stable Evidence and Shortcut Reliance.

Sahil Rajesh Dhayalkar

CoRR, January, 2026

Logic Gated Time Shared Feedforward Networks for Alternating Finite Automata: Exact Simulation and Learnability.

Sahil Rajesh Dhayalkar

IEEE Access, 2026

A Constructive Framework for Nondeterministic Automata via Time-Shared, Depth-Unrolled Feedforward Networks.

Sahil Rajesh Dhayalkar

IEEE Access, 2026

2025

Attention as Binding: A Vector-Symbolic Perspective on Transformer Reasoning.

Sahil Rajesh Dhayalkar

CoRR, December, 2025

Symbolic Feedforward Networks for Probabilistic Finite Automata: Exact Simulation and Learnability.

Sahil Rajesh Dhayalkar

CoRR, September, 2025

Discrete Functional Geometry of ReLU Networks via ReLU Transition Graphs.

Sahil Rajesh Dhayalkar

CoRR, September, 2025

Neural Networks as Universal Finite-State Machines: A Constructive ReLU Simulation Framework for NFAs.

Sahil Rajesh Dhayalkar

CoRR, May, 2025

Neural Networks as Universal Finite-State Machines: A Constructive Deterministic Finite Automaton Theory.

Sahil Rajesh Dhayalkar

CoRR, May, 2025

The Geometry of ReLU Networks through the ReLU Transition Graph.

Sahil Rajesh Dhayalkar

CoRR, May, 2025

A Combinatorial Theory of Dropout: Subnetworks, Graph Geometry, and Generalization.

Sahil Rajesh Dhayalkar

CoRR, April, 2025

2024

Dynamic Context Adaptation and Information Flow Control in Transformers: Introducing the Evaluator Adjuster Unit and Gated Residual Connections.

Sahil Rajesh Dhayalkar

CoRR, 2024

Human Activity Recognition using Smartphones.

Mayur Sonawane, Sahil Rajesh Dhayalkar, Siddesh Waje, Soyal Markhelkar, Akshay Wattamwar, Seema C. Shrawne

CoRR, 2024