Parami Wijesinghe

Publication Activity (10 Years)

Years Active: 2015-2018
Publications (10 Years): 9

Top Topics

Elementary Functions

Energy Efficient

Biologically Plausible

Image Recognition

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy
An All-Memristor Deep Spiking Neural Computing System: A Step Toward Realizing the Low-Power Stochastic Brain. IEEE Trans. Emerg. Top. Comput. Intell. 2 (5) (2018)
Chamika M. Liyanagedera, Parami Wijesinghe, Akhilesh Jaiswal, Kaushik Roy
Image segmentation with stochastic magnetic tunnel junctions and spiking neurons. IJCNN (2017)
Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy
An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain. CoRR (2017)
Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (12) (2017)
Parami Wijesinghe, Chamika M. Liyanagedera, Kaushik Roy
Fast, low power evaluation of elementary functions using radial basis function networks. DATE (2017)
Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition. CoRR (2016)
Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy
Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks. DATE (2016)
Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy
Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks. CoRR (2016)
Abhronil Sengupta, Priyadarshini Panda, Parami Wijesinghe, Yusung Kim, Kaushik Roy
Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons. CoRR (2015)