| Mc-cim: Compute-in-memory with monte-carlo dropouts for bayesian edge intelligence P Shukla, S Nasrin, N Darabi, W Gomes, AR Trivedi IEEE Transactions on Circuits and Systems I: Regular Papers 70 (2), 884-896, 2022 | 24 | 2022 |
| Enos: Energy-aware network operator search in deep neural networks S Nasrin, A Shylendra, N Darabi, T Tulabandhula, W Gomes, ... IEEE Access 10, 81447-81457, 2022 | 13 | 2022 |
| 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 | 12* | 2024 |
| Memory-immersed collaborative digitization for area-efficient compute-in-memory deep learning S Nasrin, MB Hashem, N Darabi, B Parpillon, F Fahim, W Gomes, ... 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 8 | 2023 |
| Conformalized multimodal uncertainty regression and reasoning D Parente, N Darabi, AC Stutts, T Tulabandhula, AR Trivedi ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 7 | 2024 |
| Adc/dac-free analog acceleration of deep neural networks with frequency transformation N Darabi, MB Hashem, H Pan, A Cetin, W Gomes, AR Trivedi IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024 | 6 | 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 | 3 | 2024 |
| 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 | 2 | 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 | 2 | 2024 |
| Solving Boolean satisfiability with stochastic nanomagnets MB Hashem, N Darabi, S Bandyopadhyay, AR Trivedi 2022 29th IEEE International Conference on Electronics, Circuits and Systems …, 2022 | 2 | 2022 |
| Exploiting programmable dipole interaction in straintronic nanomagnet chains for ising problems N Darabi, MB Hashem, S Bandyopadhyay, AR Trivedi 2023 24th International Symposium on Quality Electronic Design (ISQED), 1-1, 2023 | 1 | 2023 |
| Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception D Kumar, N Darabi, S Tayebati, AR Trivedi arXiv preprint arXiv:2502.07255, 2025 | | 2025 |
| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models S Tayebati, D Kumar, N Darabi, D Jayasuriya, R Krishnan, AR Trivedi arXiv preprint arXiv:2502.06884, 2025 | | 2025 |
| INTACT: Inducing Noise Tolerance through Adversarial Curriculum Training for LiDAR-based Safety-Critical Perception and Autonomy N Darabi, D Kumar, S Tayebati, AR Trivedi arXiv preprint arXiv:2502.01896, 2025 | | 2025 |
| Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges AR Trivedi, S Tayebati, H Kumawat, N Darabi, D Kumar, AK Kosta, ... arXiv preprint arXiv:2502.02692, 2025 | | 2025 |
| Containing Analog Data Deluge at Edge through Frequency-Domain Compression in Collaborative Compute-in-Memory Networks N Darabi, AR Trivedi arXiv preprint arXiv:2309.11048, 2023 | | 2023 |
| Compute-in-memory sram using memory-immersed data conversion and multiplication-free operators AR Trivedi, S Nasrin, P Shukla, N Darabi, MB Hashem, AE Cetin US Patent App. 18/161,830, 2023 | | 2023 |
| Analog and Mixed-Signal Analysis and Calibration of Bit Weights in SAR and Pipelined SAR ADCs Based on Code Distribution.............. B Ma, W Li, H Xu, N Darabi, MB Hashem, H Pan, A Cetin, W Gomes, ... | | |
Amit Ranjan TrivediUniversity of Illinois at ChicagoVerifierad e-postadress på uic.edu