Lakshmi Kavya Kalyanam

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Pruning Strategy

Multilayer Perceptron

Radial Basis Function Network

Top Venues

Publications

Rajeev Joshi, Lakshmi Kavya Kalyanam, Srinivas Katkoori
Simulated Annealing Based Area Optimization of Multilayer Perceptron Hardware for IoT Edge Devices. IFIPIoT (1) (2023)
Lakshmi Kavya Kalyanam, Srinivas Katkoori
Unstructured Pruning for Multi-Layer Perceptrons with Tanh Activation. iSES (2023)
Lakshmi Kavya Kalyanam, Rajeev Joshi, Srinivas Katkoori
Layer-Wise Filter Thresholding Based CNN Pruning for Efficient IoT Edge Implementations. IFIPIoT (1) (2023)
Rajeev Joshi, Lakshmi Kavya Kalyanam, Srinivas Katkoori
Simulated Annealing Based Integerization of Hidden Weights for Area-Efficient IoT Edge Intelligence. iSES (2022)
Lakshmi Kavya Kalyanam, Rajeev Joshi, Srinivas Katkoori
Range Based Hardware Optimization of Multilayer Perceptrons with RELUs. iSES (2022)
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)