| Neural Precision Polarization: Simplifying Neural Network Inference with Dual-Level Precision D Jayasuriya, N Darabi, MB Hashem, AR Trivedi arXiv preprint arXiv:2411.05845, 2024 | | 2024 |
| Enhancing 3D Robotic Vision Robustness by Minimizing Adversarial Mutual Information through a Curriculum Training Approach N Darabi, D Jayasuriya, D Naik, T Tulabandhula, AR Trivedi arXiv preprint arXiv:2409.12379, 2024 | | 2024 |
| Single-Step Extraction of Transformer Attention with Dual-Gated Memtransistor Crossbars N Jayasinghe, MB Hashem, D Jayasuriya, L Rahimifard, MA Kang, ... IEEE Electron Device Letters, 2024 | | 2024 |
| STARNet: Sensor Trustworthiness and Anomaly Recognition via Lightweight Likelihood Regret for Robust Edge Autonomy N Darabi, S Tayebati, S Senthilkumar, D Jayasuriya, S Ravi, ... 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | | 2024 |
| Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics N Darabi, P Shukla, D Jayasuriya, D Kumar, AC Stutts, AR Trivedi 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | | 2024 |
