Roshan Gopalakrishnan

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 9

Top Topics

Biologically Plausible

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Roshan Gopalakrishnan, Yansong Chua, Ashish Jith Sreejith Kumar
Hardware-friendly Neural Network Architecture for Neuromorphic Computing. CoRR (2019)
Roshan Gopalakrishnan, Ashish Jith Sreejith Kumar, Yansong Chua
MaD: Mapping and debugging framework for implementing deep neural network onto a neuromorphic chip with crossbar array of synapses. CoRR (2019)
Roshan Gopalakrishnan
RRAM based neuromorphic algorithms. CoRR (2019)
Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer
Classifying neuromorphic data using a deep learning framework for image classification. CoRR (2018)
Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer
Classifying Neuromorphic Data Using a Deep Learning Framework for Image Classification. ICARCV (2018)
Roshan Gopalakrishnan, Arindam Basu
Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Roshan Gopalakrishnan, Arindam Basu
On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse. IEEE Trans. Neural Networks Learn. Syst. 26 (10) (2015)
Roshan Gopalakrishnan, Arindam Basu
Triplet spike time dependent plasticity in a floating-gate synapse. ISCAS (2015)
Roshan Gopalakrishnan, Arindam Basu
Triplet Spike Time Dependent Plasticity: A floating-gate Implementation. CoRR (2015)
Roshan Gopalakrishnan, Arindam Basu
Robust doublet STDP in a floating-gate synapse. IJCNN (2014)
Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu
Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration. IJCNN (2013)