3 papers
cs.CL2026
Efficient Aspect Term Extraction using Spiking Neural Network
Abhishek Kumar Mishra, Arya Somasundaram, Anup Das +1
Aspect Term Extraction (ATE) identifies aspect terms in review sentences, a key subtask of sentiment analysis. While most existing approaches use energy-intensive deep neural netwo…
cs.LG2025
New Spiking Architecture for Multi-Modal Decision-Making in Autonomous Vehicles
Aref Ghoreishee, Abhishek Mishra, Lifeng Zhou +2
This work proposes an end-to-end multi-modal reinforcement learning framework for high-level decision-making in autonomous vehicles. The framework integrates heterogeneous sensory…
cs.NE2024
Wafer2Spike: Spiking Neural Network for Wafer Map Pattern Classification
Abhishek Mishra, Suman Kumar, Anush Lingamoorthy +2
In integrated circuit design, the analysis of wafer map patterns is critical to improve yield and detect manufacturing issues. We develop Wafer2Spike, an architecture for wafer map…