| Biological underpinnings for lifelong learning machines D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ... Nature Machine Intelligence 4 (3), 196-210, 2022 | 146 | 2022 |
| Deep learning inference on embedded devices: Fixed-point vs posit SHF Langroudi, T Pandit, D Kudithipudi 2018 1st Workshop on Energy Efficient Machine Learning and Cognitive …, 2018 | 70 | 2018 |
| Alps: Adaptive quantization of deep neural networks with generalized posits HF Langroudi, V Karia, Z Carmichael, A Zyarah, T Pandit, JL Gustafson, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 15 | 2021 |
| Tent: Efficient quantization of neural networks on the tiny edge with tapered fixed point HF Langroudi, V Karia, T Pandit, D Kudithipudi arXiv preprint arXiv:2104.02233, 2021 | 14 | 2021 |
| Tacos: task agnostic continual learning in spiking neural networks N Soures, P Helfer, A Daram, T Pandit, D Kudithipudi Theory and Foundation of Continual Learning Workshop at ICML’2021, 2021 | 11 | 2021 |
| Relational neurogenesis for lifelong learning agents T Pandit, D Kudithipudi Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020 | 5 | 2020 |
| Digital neuromorphic chips for deep learning inference: a comprehensive study HF Langroudi, T Pandit, M Indovina, D Kudithipudi Applications of Machine Learning 11139, 84-95, 2019 | 4 | 2019 |
| ACTION: Automated Hardware-Software Codesign Framework for Low-precision Numerical Format SelecTION in TinyML HF Langroudi, V Karia, T Pandit, B Mashaido, D Kudithipudi Conference on Next Generation Arithmetic, 50-65, 2022 | 3 | 2022 |
| TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT H Fatemi, V Karia, T Pandit, D Kudithipudi Research Symposium on Tiny Machine Learning, 2020 | 1 | 2020 |
| Low-Shot Learning and Pattern Separation using Cellular Automata Integrated CNNs T Pandit, D Kudithipudi Proceedings of the International Conference on Neuromorphic Systems 2022, 1-9, 2022 | | 2022 |
| EMC2 2018 K Khouri, C Qi, G Fursin, K Taht, S Narayanan, R Balasubramonian, ... | | |
