Chamika M. Liyanagedera

According to our database, Chamika M. Liyanagedera authored at least 13 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities.

Shristi Das Biswas, Adarsh Kosta, Chamika M. Liyanagedera, Marco Paul E. Apolinario, Kaushik Roy

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Low-Power Real-Time Sequential Processing with Spiking Neural Networks.

Chamika Mihiranga Liyanagedera, Manish Nagaraj, Wachirawit Ponghiran, Kaushik Roy

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture.

Manish Nagaraj, Chamika Mihiranga Liyanagedera, Kaushik Roy

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Event-based Temporally Dense Optical Flow Estimation with Sequential Learning.

Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Live Demonstration: Real-time Event-based Speed Detection using Spiking Neural Networks.

Arjun Roy, Manish Nagaraj, Chamika Mihiranga Liyanagedera, Kaushik Roy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks.

Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy

CoRR, 2022

2020

Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies.

Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Utkarsh Saxena, Saima Sharmin, Minsuk Koo, Yong Shim, Gopalakrishnan Srinivasan, Chamika M. Liyanagedera, Abhronil Sengupta, Kaushik Roy

IEEE Trans. Very Large Scale Integr. Syst., 2020

2018

M²CA: Modular Memristive Crossbar Arrays.

Darya Mikhailenko, Chamika M. Liyanagedera, Alex Pappachen James, Kaushik Roy

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Coupled Spin-Torque Nano-Oscillator-Based Computation: A Simulation Study.

Karthik Yogendra, Chamika M. Liyanagedera, Deliang Fan, Yong Shim, Kaushik Roy

ACM J. Emerg. Technol. Comput. Syst., 2017

Magnetic Tunnel Junction Enabled Stochastic Spiking Neural Networks: From Non-Telegraphic to Telegraphic Switching Regime.

Chamika M. Liyanagedera, Abhronil Sengupta, Akhilesh Jaiswal, Kaushik Roy

CoRR, 2017

Image segmentation with stochastic magnetic tunnel junctions and spiking neurons.

Chamika M. Liyanagedera, Parami Wijesinghe, Akhilesh Jaiswal, Kaushik Roy

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fast, low power evaluation of elementary functions using radial basis function networks.

Parami Wijesinghe, Chamika M. Liyanagedera, Kaushik Roy

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016

Spin torque nano-oscillator based Oscillatory Neural Network.

Chamika M. Liyanagedera, Karthik Yogendra, Kaushik Roy, Deliang Fan

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016