Building brain-inspired computing systems: Examining the role of nanoscale devices SR Nandakumar, SR Kulkarni, AV Babu, B Rajendran IEEE Nanotechnology Magazine 12 (3), 19-35, 2018 | 47 | 2018 |
Deep learning at the edge enables real-time streaming ptychographic imaging AV Babu, T Zhou, S Kandel, T Bicer, Z Liu, W Judge, DJ Ching, Y Jiang, ... Nature Communications 14 (1), 7059, 2023 | 26 | 2023 |
Spiking neural networks—Algorithms, hardware implementations and applications SR Kulkarni, AV Babu, B Rajendran 2017 IEEE 60th International Midwest Symposium on Circuits and Systems …, 2017 | 17 | 2017 |
Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy S Kandel, T Zhou, AV Babu, Z Di, X Li, X Ma, M Holt, A Miceli, C Phatak, ... Nature Communications 14 (1), 5501, 2023 | 15 | 2023 |
Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics AV Babu, S Lashkare, U Ganguly, B Rajendran Neurocomputing 321, 227-236, 2018 | 15 | 2018 |
A lightweight, user-configurable detector ASIC digital architecture with on-chip data compression for MHz X-ray coherent diffraction imaging S Strempfer, T Zhou, K Yoshii, M Hammer, A Babu, D Bycul, J Weizeorick, ... Journal of Instrumentation 17 (10), P10042, 2022 | 10 | 2022 |
Stochastic deep learning in memristive networks AV Babu, B Rajendran 2017 24th IEEE International Conference on Electronics, Circuits and Systems …, 2017 | 8 | 2017 |
AI-assisted automated workflow for real-time X-ray ptychography data analysis via federated resources AV Babu, T Bicer, S Kandel, T Zhou, DJ Ching, S Henke, S Veseli, ... arXiv preprint arXiv:2304.04297, 2023 | 7 | 2023 |
Acceleration of convolutional networks using nanoscale memristive devices SR Kulkarni, AV Babu, B Rajendran Engineering Applications of Neural Networks: 19th International Conference …, 2018 | 3 | 2018 |
Mobility improvement in CVD graphene by using local metal side-gate S Acharya, AV Babu, RA Khadar, A Kottantharayil Semiconductor Science and Technology 35 (4), 045027, 2020 | 2 | 2020 |
SpinAPS: A high-performance spintronic accelerator for probabilistic spiking neural networks AV Babu, O Simeone, B Rajendran arXiv preprint arXiv:2008.02189, 2020 | 1 | 2020 |
EFFICIENT HARDWARE IMPLEMENTATIONS OF BIO-INSPIRED NETWORKS V Anakha New Jersey Institute of Technology, 2020 | 1 | 2020 |
INTELLIGENT RADAR ELECTRONIC CONTROL UNITS IN AUTONOMOUS VEHICLES A Vasanthakumaribabu, P Kale US Patent US011668797B2, 2023 | | 2023 |
Spike Detection in Memristor Crossbar Array Implementations of Spiking Neural Networks A Vasanthakumaribabu, P Kale US Patent 20210133541A1, 2021 | | 2021 |
Field effect mobility improvement in CVD graphene by using Local Metal Side-Gate S Acharya Communications 146 (9-10), 351-355, 0 | | |