Deboleena Roy

According to our database1, Deboleena Roy authored at least 13 papers between 2017 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies.
IEEE Trans. Very Large Scale Integr. Syst., 2020

Tree-CNN: A hierarchical Deep Convolutional Neural Network for incremental learning.
Neural Networks, 2020

Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks?
CoRR, 2020

2019
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Synthesizing Images from Spatio-Temporal Representations using Spike-based Backpropagation.
CoRR, 2019

PCA-driven Hybrid network design for enabling Intelligence at the Edge.
CoRR, 2019

Efficient Hybrid Network Architectures for Extremely Quantized Neural Networks Enabling Intelligence at the Edge.
CoRR, 2019

Neural Networks at the Edge.
Proceedings of the IEEE International Conference on Smart Computing, 2019

On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

Scaling Deep Spiking Neural Networks with Binary Stochastic Activations.
Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019

2018
Technology Aware Training in Memristive Neuromorphic Systems for Nonideal Synaptic Crossbars.
IEEE Trans. Emerg. Top. Comput. Intell., 2018

Tree-CNN: A Deep Convolutional Neural Network for Lifelong Learning.
CoRR, 2018

2017
Technology Aware Training in Memristive Neuromorphic Systems based on non-ideal Synaptic Crossbars.
CoRR, 2017


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