Roshan Gopalakrishnan

11 papers B 2C 2Journal 7
YearRankTypeTitle / Venue / Authors
2019 J jnl
Hardware-friendly Neural Network Architecture for Neuromorphic Computing.
CoRR
Roshan Gopalakrishnan, Yansong Chua, Ashish Jith Sreejith Kumar
2019 J jnl
MaD: Mapping and debugging framework for implementing deep neural network onto a neuromorphic chip with crossbar array of synapses.
CoRR
Roshan Gopalakrishnan, Ashish Jith Sreejith Kumar, Yansong Chua
2019 J jnl
RRAM based neuromorphic algorithms.
CoRR
Roshan Gopalakrishnan
2018 C conf
Classifying Neuromorphic Data Using a Deep Learning Framework for Image Classification.
ICARCV
Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer
2018 J jnl
Classifying neuromorphic data using a deep learning framework for image classification.
CoRR
Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer
2017 J jnl
Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse.
IEEE Trans. Neural Networks Learn. Syst.
Roshan Gopalakrishnan, Arindam Basu
2015 J jnl
On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse.
IEEE Trans. Neural Networks Learn. Syst.
Roshan Gopalakrishnan, Arindam Basu
2015 J jnl
Triplet Spike Time Dependent Plasticity: A floating-gate Implementation.
CoRR
Roshan Gopalakrishnan, Arindam Basu
2015 C conf
Triplet spike time dependent plasticity in a floating-gate synapse.
ISCAS
Roshan Gopalakrishnan, Arindam Basu
2014 B conf
Robust doublet STDP in a floating-gate synapse.
IJCNN
Roshan Gopalakrishnan, Arindam Basu
2013 B conf
Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration.
IJCNN
Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu