A Distributed Framework for Real Time Object Detection at Low Frame Rates with IoT Edge Nodes. - Lakshmi Kavya Kalyanam; Vishalini Laguduva Ramnath; Srinivas Katkoori; Hao Zheng 001 (iSES, 2020)

Simulated Annealing Based Integerization of Hidden Weights for Area-Efficient IoT Edge Intelligence. - Rajeev Joshi; Lakshmi Kavya Kalyanam; Srinivas Katkoori (iSES, 2022)

Range Based Hardware Optimization of Multilayer Perceptrons with RELUs. - Lakshmi Kavya Kalyanam; Rajeev Joshi; Srinivas Katkoori (iSES, 2022)

Simulated Annealing Based Area Optimization of Multilayer Perceptron Hardware for IoT Edge Devices. - Rajeev Joshi; Lakshmi Kavya Kalyanam; Srinivas Katkoori (IFIPIoT (1), 2023)

Layer-Wise Filter Thresholding Based CNN Pruning for Efficient IoT Edge Implementations. - Lakshmi Kavya Kalyanam; Rajeev Joshi; Srinivas Katkoori (IFIPIoT (1), 2023)

Unstructured Pruning for Multi-Layer Perceptrons with Tanh Activation. - Lakshmi Kavya Kalyanam; Srinivas Katkoori (iSES, 2023)