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Janak Sharda
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On-chip learning in a conventional silicon MOSFET based analog hardware neural network
N Dey, J Sharda, U Saxena, D Kaushik, U Singh, D Bhowmik
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019
122019
Synapse cell optimization and back-propagation algorithm implementation in a domain wall synapse based crossbar neural network for scalable on-chip learning
D Kaushik, J Sharda, D Bhowmik
Nanotechnology 31 (36), 364004, 2020
112020
On-chip learning of a domain-wall-synapse-crossbar-array-based convolutional neural network
VB Desai, D Kaushik, J Sharda, D Bhowmik
Neuromorphic Computing and Engineering 2 (2), 024006, 2022
92022
Temporal frame filtering for autonomous driving using 3D-stacked global shutter CIS with IWO buffer memory and near-pixel compute
J Sharda, W Li, Q Wu, S Chang, S Yu
IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
42023
Temporal frame filtering with near-pixel compute for autonomous driving
W Li, Q Wu, J Sharda, S Chang, S Yu
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
42022
Thermal Modeling of 2.5 D Integrated Package of CMOS Image Sensor and FPGA for Autonomous Driving
J Sharda, M Manley, A Kaul, W Li, M Bakir, S Yu
2023 7th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), 1-3, 2023
12023
A crossbar array of analog-digital-hybrid volatile memory synapse cells for energy-efficient on-chip learning
J Sharda, R Sharma, D Bhowmik
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
12021
Reduction of the Weight-Decay Rate of Volatile Memory Synapses in an Analog Hardware Neural Network for Accurate and Scalable On-Chip Learning
J Sharda, N Dey, A Jain, D Bhowmik
International Conference on Neuromorphic Systems 2020, 1-8, 2020
12020
Design and Thermal Analysis of 2.5 D and 3D Integrated System of a CMOS Image Sensor and a Sparsity-Aware Accelerator for Autonomous Driving
J Sharda, M Manley, A Kaul, W Li, M Bakir, S Yu
IEEE Journal of the Electron Devices Society, 2024
2024
Ferrimagnetic Synapse Devices for Fast and Energy-Efficient On-Chip Learning on An Analog-Hardware Neural Network
U Sahu, N Sisodia, J Sharda, PK Muduli, D Bhowmik
Authorea Preprints, 2023
2023
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