Bipin Rajendran
King's College
H-index: 37
North America-United States
Top articles of Bipin Rajendran
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing
IEEE Transactions on Machine Learning in Communications and Networking
2024/1/10
Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design
arXiv preprint arXiv:2309.15942
2023/9/27
Bipin Rajendran
H-Index: 28
Osvaldo Simeone
H-Index: 39
Ultra-Low Power Neuromorphic Obstacle Detection Using a Two-Dimensional Materials-Based Subthreshold Transistor
npj 2D Materials and Applications
2023
A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces
2023
Bipin Rajendran
H-Index: 28
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity
2023
Nicolas Skatchkovsky
H-Index: 4
Osvaldo Simeone
H-Index: 39
Bipin Rajendran
H-Index: 28
Bashir M. Al-Hashimi
H-Index: 30
Spiking generative adversarial networks with a neural network discriminator: Local training, bayesian models, and continual meta-learning
IEEE Transactions on Computers
2022/7/18
Osvaldo Simeone
H-Index: 39
Bipin Rajendran
H-Index: 28
Towards the Application of Neuromorphic Computing to Satellite Communications
Towards the Application of Neuromorphic Computing to Satellite Communications
2022
Hybrid in-memory computing architecture for the training of deep neural networks
2021/5/22
Fast on-device adaptation for spiking neural networks via online-within-online meta-learning
2021/6/5
Bipin Rajendran
H-Index: 28
Osvaldo Simeone
H-Index: 39
Memristors—From in‐memory computing, deep learning acceleration, and spiking neural networks to the future of neuromorphic and bio‐inspired computing
2020/11
Adnan Mehonic
H-Index: 18
Bipin Rajendran
H-Index: 28
Osvaldo Simeone
H-Index: 39
Eleni Vasilaki
H-Index: 0
ESSOP: Efficient and scalable stochastic outer product architecture for deep learning
2020/10/12
Vinay Joshi
H-Index: 4
Bipin Rajendran
H-Index: 28
Accurate deep neural network inference using computational phase-change memory
Nature communications
2020/5/18
Vinay Joshi
H-Index: 4
Bipin Rajendran
H-Index: 28
Experimental demonstration of supervised learning in spiking neural networks with phase-change memory synapses
Scientific reports
2020/5/15
Bipin Rajendran
H-Index: 28
Mixed-precision deep learning based on computational memory
Frontiers in neuroscience
2020/5/12
Vinay Joshi
H-Index: 4
Anastasios Petropoulos
H-Index: 4
Theodore Antonakopoulos
H-Index: 12
Bipin Rajendran
H-Index: 28
Bio-mimetic synaptic plasticity and learning in a sub-500 mV Cu/SiO2/W memristor
Microelectronic Engineering
2020/4/1
Bipin Rajendran
H-Index: 28
An on-chip learning accelerator for spiking neural networks using stt-ram crossbar arrays
2020/3/9
Training multi-layer spiking neural networks using NormAD based spatio-temporal error backpropagation
Neurocomputing
2020/3/7
Bipin Rajendran
H-Index: 28
