Reliability enhancements in memristive neural network architectures KP Gnawali, BR Paudel, SN Mozaffari, S Tragoudas IEEE Transactions on Nanotechnology 18, 866-878, 2019 | 14 | 2019 |
On the resiliency of an analog memristive architecture against adversarial attacks BR Paudel, V Pentsos, S Tragoudas 2022 23rd International Symposium on Quality Electronic Design (ISQED), 1-7, 2022 | 10 | 2022 |
Resiliency of SNN on black-box adversarial attacks BR Paudel, A Itani, S Tragoudas 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 5 | 2021 |
The impact of on-chip training to adversarial attacks in memristive crossbar arrays BR Paudel, S Tragoudas 2022 IEEE International Test Conference (ITC), 519-523, 2022 | 3 | 2022 |
Compressed Learning in MCA Architectures to Tolerate Malicious Noise BR Paudel, S Tragoudas 2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022 | 3 | 2022 |
Predicting YOLO Misdetection by Learning Grid Cell Consensus BR Paudel, D Senarathna, H Wang, S Tragoudas, Y Hu, S Jiang 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 3 | 2021 |
Adversarial Defense using Memristors and Input Preprocessing * BR Paudel, S Tragoudas 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 1 | 2023 |
Improved cnn classification accuracy with the addition of shallow cascading cnns V Pentsos, BR Paudel, S Tragoudas, KN Gowda, M Schmit 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 1 | 2021 |
Memristive Crossbar Array-Based Adversarial Defense using Compression BR Paudel, S Tragoudas IEEE Transactions on Emerging Topics in Computing, 2023 | | 2023 |
High Precision Winner-Take-All Circuit for Neural Networks BR Paudel, H Wang, S Tragoudas, O Rijal 2023 IEEE 36th International System-on-Chip Conference (SOCC), 1-6, 2023 | | 2023 |
Accuracy Considerations in Deep Learning Using Memristive Crossbar Arrays BR Paudel Southern Illinois University at Carbondale, 2023 | | 2023 |