Parami Wijesinghe

According to our database, Parami Wijesinghe authored at least 8 papers between 2015 and 2018.

Collaborative distances:

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

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

IEEE Trans. Emerg. Top. Comput. Intell., 2018

Energy Efficient Neural Computing: A Study of Cross-Layer Approximations.

Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

2017

FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition.

Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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

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

Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks.

Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons.

Abhronil Sengupta, Priyadarshini Panda, Parami Wijesinghe, Yusung Kim, Kaushik Roy

CoRR, 2015