Lakshmi Kavya Kalyanam

According to our database, Lakshmi Kavya Kalyanam authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Unstructured Pruning for Multi-Layer Perceptrons with Tanh Activation.

Lakshmi Kavya Kalyanam, Srinivas Katkoori

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2023

Layer-Wise Filter Thresholding Based CNN Pruning for Efficient IoT Edge Implementations.

Lakshmi Kavya Kalyanam, Rajeev Joshi, Srinivas Katkoori

Proceedings of the Internet of Things. Advances in Information and Communication Technology, 2023

Simulated Annealing Based Area Optimization of Multilayer Perceptron Hardware for IoT Edge Devices.

Rajeev Joshi, Lakshmi Kavya Kalyanam, Srinivas Katkoori

Proceedings of the Internet of Things. Advances in Information and Communication Technology, 2023

2022

Range Based Hardware Optimization of Multilayer Perceptrons with RELUs.

Lakshmi Kavya Kalyanam, Rajeev Joshi, Srinivas Katkoori

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2022

Simulated Annealing Based Integerization of Hidden Weights for Area-Efficient IoT Edge Intelligence.

Rajeev Joshi, Lakshmi Kavya Kalyanam, Srinivas Katkoori

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2022

2020

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

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2020