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Lakshmi Kavya Kalyanam

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2023
[c6]
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Rajeev Joshi, Lakshmi Kavya Kalyanam, Srinivas Katkoori:
Simulated Annealing Based Area Optimization of Multilayer Perceptron Hardware for IoT Edge Devices. IFIPIoT (1) 2023: 34-47
[c5]
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Lakshmi Kavya Kalyanam, Rajeev Joshi, Srinivas Katkoori:
Layer-Wise Filter Thresholding Based CNN Pruning for Efficient IoT Edge Implementations. IFIPIoT (1) 2023: 76-93
[c4]
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Lakshmi Kavya Kalyanam, Srinivas Katkoori:
Unstructured Pruning for Multi-Layer Perceptrons with Tanh Activation. iSES 2023: 69-74
2022
[c3]
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Lakshmi Kavya Kalyanam, Rajeev Joshi, Srinivas Katkoori:
Range Based Hardware Optimization of Multilayer Perceptrons with RELUs. iSES 2022: 421-426
[c2]
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Rajeev Joshi, Lakshmi Kavya Kalyanam, Srinivas Katkoori:
Simulated Annealing Based Integerization of Hidden Weights for Area-Efficient IoT Edge Intelligence. iSES 2022: 427-432
2020
[c1]
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Lakshmi Kavya Kalyanam, Vishalini Laguduva Ramnath, Srinivas Katkoori, Hao Zheng:
A Distributed Framework for Real Time Object Detection at Low Frame Rates with IoT Edge Nodes. iSES 2020: 285-290

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