Roshan Gopalakrishnan

According to our database, Roshan Gopalakrishnan authored at least 9 papers between 2013 and 2019.

Collaborative distances:

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

2019

Hardware-friendly Neural Network Architecture for Neuromorphic Computing.

Roshan Gopalakrishnan, Yansong Chua, Ashish Jith Sreejith Kumar

CoRR, 2019

RRAM based neuromorphic algorithms.

Roshan Gopalakrishnan

CoRR, 2019

MaD: Mapping and debugging framework for implementing deep neural network onto a neuromorphic chip with crossbar array of synapses.

Roshan Gopalakrishnan, Ashish Jith Sreejith Kumar, Yansong Chua

CoRR, 2019

2018

Classifying Neuromorphic Data Using a Deep Learning Framework for Image Classification.

Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer

Proceedings of the 15th International Conference on Control, 2018

2017

Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse.

Roshan Gopalakrishnan, Arindam Basu

IEEE Trans. Neural Networks Learn. Syst., 2017

2015

On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse.

Roshan Gopalakrishnan, Arindam Basu

IEEE Trans. Neural Networks Learn. Syst., 2015

Triplet Spike Time Dependent Plasticity: A floating-gate Implementation.

Roshan Gopalakrishnan, Arindam Basu

CoRR, 2015

2014

Robust doublet STDP in a floating-gate synapse.

Roshan Gopalakrishnan, Arindam Basu

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration.

Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013