Bipin Rajendran
King's College
H-index: 37
North America-United States
Top articles of Bipin Rajendran
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing | IEEE Transactions on Machine Learning in Communications and Networking | Flor Ortiz Nicolas Skatchkovsky Eva Lagunas Wallace A Martins Geoffrey Eappen | 2024/1/10 |
Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design | arXiv preprint arXiv:2309.15942 | Bipin Rajendran Osvaldo Simeone Bashir M Al-Hashimi | 2023/9/27 |
Ultra-Low Power Neuromorphic Obstacle Detection Using a Two-Dimensional Materials-Based Subthreshold Transistor | npj 2D Materials and Applications | Kartikey Thakar Bipin Rajendran Saurabh Lodha | 2023 |
A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces | Yiming Ai Bipin Rajendran | 2023 | |
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity | Prabodh Katti Nicolas Skatchkovsky Osvaldo Simeone Bipin Rajendran Bashir M. Al-Hashimi | 2023 | |
Spiking generative adversarial networks with a neural network discriminator: Local training, bayesian models, and continual meta-learning | IEEE Transactions on Computers | Bleema Rosenfeld Osvaldo Simeone Bipin Rajendran | 2022/7/18 |
Towards the Application of Neuromorphic Computing to Satellite Communications | Towards the Application of Neuromorphic Computing to Satellite Communications | Flor de Guadalupe Ortiz Gomez Eva Lagunas Wallace Alves Martins Thinh Dinh Nicolas Skatchkovsky | 2022 |
Fast on-device adaptation for spiking neural networks via online-within-online meta-learning | Bleema Rosenfeld Bipin Rajendran Osvaldo Simeone | 2021/6/5 | |
Hybrid in-memory computing architecture for the training of deep neural networks | Vinay Joshi Wangxin He Jae-sun Seo Bipin Rajendran | 2021/5/22 | |
An on-chip learning accelerator for spiking neural networks using stt-ram crossbar arrays | Shruti R Kulkarni Shihui Yin Jae-sun Seo Bipin Rajendran | 2020/3/9 | |
ESSOP: Efficient and scalable stochastic outer product architecture for deep learning | Vinay Joshi Geethan Karunaratne Manuel Le Gallo Irem Boybat Christophe Piveteau | 2020/10/12 | |
Training multi-layer spiking neural networks using NormAD based spatio-temporal error backpropagation | Neurocomputing | Navin Anwani Bipin Rajendran | 2020/3/7 |
Accurate deep neural network inference using computational phase-change memory | Nature communications | Vinay Joshi Manuel Le Gallo Simon Haefeli Irem Boybat Sasidharan Rajalekshmi Nandakumar | 2020/5/18 |
Experimental demonstration of supervised learning in spiking neural networks with phase-change memory synapses | Scientific reports | SR Nandakumar Irem Boybat Manuel Le Gallo Evangelos Eleftheriou Abu Sebastian | 2020/5/15 |
Mixed-precision deep learning based on computational memory | Frontiers in neuroscience | SR Nandakumar Manuel Le Gallo Christophe Piveteau Vinay Joshi Giovanni Mariani | 2020/5/12 |
Memristors—From in‐memory computing, deep learning acceleration, and spiking neural networks to the future of neuromorphic and bio‐inspired computing | Adnan Mehonic Abu Sebastian Bipin Rajendran Osvaldo Simeone Eleni Vasilaki | 2020/11 | |
Bio-mimetic synaptic plasticity and learning in a sub-500 mV Cu/SiO2/W memristor | Microelectronic Engineering | SR Nandakumar Bipin Rajendran | 2020/4/1 |
