3 papers
cs.ET2025
HePGA: A Heterogeneous Processing-in-Memory based GNN Training Accelerator
Chukwufumnanya Ogbogu, Gaurav Narang, Biresh Kumar Joardar +3
Processing-In-Memory (PIM) architectures offer a promising approach to accelerate Graph Neural Network (GNN) training and inference. However, various PIM devices such as ReRAM, FeF…
cs.CR2025
LATENT: LLM-Augmented Trojan Insertion and Evaluation Framework for Analog Netlist Topologies
Jayeeta Chaudhuri, Arjun Chaudhuri, Krishnendu Chakrabarty
Analog and mixed-signal (A/MS) integrated circuits (ICs) are integral to safety-critical applications. However, the globalization and outsourcing of A/MS ICs to untrusted third-par…
cs.AR2025
STAMP-2.5D: Structural and Thermal Aware Methodology for Placement in 2.5D Integration
Varun Darshana Parekh, Zachary Wyatt Hazenstab, Srivatsa Rangachar Srinivasa +3
Chiplet-based architectures and advanced packaging has emerged as transformative approaches in semiconductor design. While conventional physical design for 2.5D heterogeneous syste…