Spin torque nano-oscillator based Oscillatory Neural Network. - Chamika M. Liyanagedera; Karthik Yogendra; Kaushik Roy 001; Deliang Fan (IJCNN, 2016)

Fast, low power evaluation of elementary functions using radial basis function networks. - Parami Wijesinghe; Chamika M. Liyanagedera; Kaushik Roy 001 (DATE, 2017)

Image segmentation with stochastic magnetic tunnel junctions and spiking neurons. - Chamika M. Liyanagedera; Parami Wijesinghe; Akhilesh Jaiswal 001; Kaushik Roy 001 (IJCNN, 2017)

Magnetic Tunnel Junction Enabled Stochastic Spiking Neural Networks: From Non-Telegraphic to Telegraphic Switching Regime. - Chamika M. Liyanagedera; Abhronil Sengupta; Akhilesh Jaiswal 001; Kaushik Roy 001 (CoRR, 2017)

Coupled Spin-Torque Nano-Oscillator-Based Computation: A Simulation Study. - Karthik Yogendra; Chamika M. Liyanagedera; Deliang Fan; Yong Shim; Kaushik Roy 001 (ACM J. Emerg. Technol. Comput. Syst., 2017)

M2CA: Modular Memristive Crossbar Arrays. - Darya Mikhailenko; Chamika M. Liyanagedera; Alex Pappachen James; Kaushik Roy 001 (ISCAS, 2018)

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 001 (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks. - Wachirawit Ponghiran; Chamika Mihiranga Liyanagedera; Kaushik Roy 001 (CoRR, 2022)

Live Demonstration: Real-time Event-based Speed Detection using Spiking Neural Networks. - Arjun Roy; Manish Nagaraj; Chamika Mihiranga Liyanagedera; Kaushik Roy 001 (CVPR Workshops, 2023)

Event-based Temporally Dense Optical Flow Estimation with Sequential Learning. - Wachirawit Ponghiran; Chamika Mihiranga Liyanagedera; Kaushik Roy 001 (ICCV, 2023)

DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture. - Manish Nagaraj; Chamika Mihiranga Liyanagedera; Kaushik Roy 001 (ICRA, 2023)

Low-Power Real-Time Sequential Processing with Spiking Neural Networks. - Chamika Mihiranga Liyanagedera; Manish Nagaraj; Wachirawit Ponghiran; Kaushik Roy 001 (ISCAS, 2023)

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 001 (WACV, 2024)