Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons. - Abhronil Sengupta; Priyadarshini Panda; Parami Wijesinghe; Yusung Kim 002; Kaushik Roy 001 (CoRR, 2015)

Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks. - Gopalakrishnan Srinivasan; Parami Wijesinghe; Syed Shakib Sarwar; Akhilesh Jaiswal 001; Kaushik Roy 001 (DATE, 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)

An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain. - Parami Wijesinghe; Aayush Ankit; Abhronil Sengupta; Kaushik Roy 001 (CoRR, 2017)

FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition. - Priyadarshini Panda; Aayush Ankit; Parami Wijesinghe; Kaushik Roy 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. - Syed Shakib Sarwar; Gopalakrishnan Srinivasan; Bing Han 006; Parami Wijesinghe; Akhilesh Jaiswal 001; Priyadarshini Panda; Anand Raghunathan; Kaushik Roy 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2018)

An All-Memristor Deep Spiking Neural Computing System: A Step Toward Realizing the Low-Power Stochastic Brain. - Parami Wijesinghe; Aayush Ankit; Abhronil Sengupta; Kaushik Roy 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2018)