| Exploiting intrinsic variability of filamentary resistive memory for extreme learning machine architectures M Suri, V Parmar IEEE Transactions on Nanotechnology 14 (6), 963-968, 2015 | 43 | 2015 |
| Neuromorphic hybrid rram-cmos rbm architecture M Suri, V Parmar, A Kumar, D Querlioz, F Alibart 2015 15th Non-Volatile Memory Technology Symposium (NVMTS), 1-6, 2015 | 30 | 2015 |
| SLIM: simultaneous logic-in-memory computing exploiting bilayer analog OxRAM devices SK Kingra, V Parmar, CC Chang, B Hudec, TH Hou, M Suri Scientific reports 10 (1), 2567, 2020 | 27 | 2020 |
| NV-BNN: An accurate deep convolutional neural network based on binary STT-MRAM for adaptive AI edge CC Chang, MH Wu, JW Lin, CH Li, V Parmar, HY Lee, JH Wei, SS Sheu, ... Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 23 | 2019 |
| OxRAM RNG Circuits Exploiting Multiple Undesirable Nanoscale Phenomena S Sahay, A Kumar, V Parmar, M Suri IEEE Transactions on Nanotechnology 16 (4), 560-566, 2017 | 21 | 2017 |
| OXRAM based ELM architecture for multi-class classification applications M Suri, V Parmar, G Sassine, F Alibart 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 20 | 2015 |
| Contrasting advantages of learning with random weights and backpropagation in non-volatile memory neural networks CH Bennett, V Parmar, LE Calvet, JO Klein, M Suri, MJ Marinella, ... IEEE Access 7, 73938-73953, 2019 | 18 | 2019 |
| Neuromorphic hardware accelerated adaptive authentication system M Suri, V Parmar, A Singla, R Malviya, S Nair 2015 IEEE Symposium Series on Computational Intelligence, 1206-1213, 2015 | 17 | 2015 |
| Performance Enhancement of Edge-AI-Inference Using Commodity MRAM: IoT Case Study M Suri, A Gupta, V Parmar, KH Lee 2019 IEEE 11th International Memory Workshop (IMW), 1-4, 2019 | 16 | 2019 |
| Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study K Sethi, V Parmar, M Suri 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018 | 14 | 2018 |
| Dual-configuration in-memory computing bitcells using SiOx RRAM for binary neural networks SK Kingra, V Parmar, S Negi, A Bricalli, G Piccolboni, A Regev, JF Nodin, ... Applied Physics Letters 120 (3), 2022 | 13 | 2022 |
| Exploration of optimized semantic segmentation architectures for edge-deployment on drones V Parmar, N Bhatia, S Negi, M Suri 2023 IEEE India Geoscience and Remote Sensing Symposium (InGARSS), 1-4, 2023 | 12 | 2023 |
| Hybrid CMOS-OxRAM RNG Circuits S Sahay, M Suri, A Kumar, V Parmar 2016 IEEE 16th International Conference on Nanotechnology (IEEE-NANO), 393-396, 2016 | 10 | 2016 |
| Demonstration of Differential Mode FeFET-Array for multi-precision storage and IMC applications V Parmar, F Müller, JH Hsuen, SK Kingra, Y Raffel, M Lederer, T Ali, ... 2023 International VLSI Symposium on Technology, Systems and Applications …, 2023 | 9 | 2023 |
| Demonstration of differential mode fefet-array-based imc-macro for realizing multiprecision mixed-signal ai accelerator V Parmar, F Müller, JH Hsuen, SK Kingra, N Laleni, Y Raffel, M Lederer, ... Advanced Intelligent System, 2023 | 9 | 2023 |
| Design Exploration of IoT centric Neural Inference Accelerators V Parmar, M Suri Proceedings of the 2018 on Great Lakes Symposium on VLSI, 391-396, 2018 | 9 | 2018 |
| Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE Using OxRAM Crossbar SK Kingra, V Parmar, S Negi, S Khan, B Hudec, TH Hou, M Suri 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 7 | 2020 |
| Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing V Parmar, B Penkovsky, D Querlioz, M Suri Frontiers in Neuroscience 15, 781786, 2022 | 6 | 2022 |
| Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architectures V Parmar, M Suri arXiv preprint arXiv:1801.02003, 2018 | 6 | 2018 |
| Exploiting Variability in Resistive Memory Devices for Cognitive Systems V Parmar, M Suri Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices, 175-195, 2017 | 6 | 2017 |
Dr. Manan SuriIndian Institute of Technology - DelhiVerified email at ee.iitd.ac.in
