Bipin Rajendran - Publications, H-index & Citations

Bipin Rajendran

Northeastern University

31H指数

199论文数

7.1K被引数

收录论文 23

发表时间

Stochastic Quantum Spiking Neural Networks With Quantum Memory and Local Learning 量子随机脉冲神经网络及其量子存储与局部学习

IEEE Journal on Selected Areas in Communications

IF17.2

2026-07-16

PREAI

Jiechen Chen; Bipin Rajendran; Osvaldo Simeone

Controlled oxygen vacancy electrode reservoir for robust WO3-based memory devices 可控氧空位电极库用于构建鲁棒性WO3基存储器件

Communications Materials

IF9.6

2026-04-06

OAAI

Ziyi Yuan; Babak Bakhit; Jiahao Lu; Yi-Xuan Liu; Atif Jan; Xinjuan Li; Abin Varghese; Bipin Rajendran; Caterina Ducati; Giuliana Di Martino; Markus Hellenbrand; Judith Louise MacManus-Driscoll

Achieving High ON State Current through Ferroelectric Polarization-Dependent Interfacial Resistance Switching in Undoped Orthorhombic HfO2 Films 通过铁电极化依赖的界面电阻开关效应，在未掺杂正交相HfO2薄膜中实现高导通电流

Advanced Functional Materials

IF19

2026-03-03

OAAI

Markus Hellenbrand; Nuno Estrócio; Ji S. Kim; Babak Bakhit; Marian C. Istrate; Corneliu Ghica; Tiago Rebelo; Nives Strkalj; Abin Varghese; Bernardo Almeida; Luís S. Marques; Bipin Rajendran; Judith L. MacManus-Driscoll; José P. B. Silva

Efficient transformer adaptation for analog in-memory computing via low-rank adapters 通过低秩适配器实现高效变压器架构的模拟在存内计算适配

Neuromorphic Computing and Engineering

IF6.1

2026-02-17

OAAI

Chen Li; Elena Ferro; Corey Lammie; Manuel Le Gallo; Irem Boybat; Bipin Rajendran

Closed-form feedback-free learning with forward projection 具有正向投影的封闭式无反馈学习

Nature Communications

IF15.7

2026-02-05

OAAI

Robert O’Shea; Bipin Rajendran

Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks Bayes2IMC：用于贝叶斯二值神经网络的内存计算

IEEE Transactions on Circuits and Systems I: Regular Papers

IF0

2025-01-01

PREAI

Prabodh Katti; Clement Ruah; Osvaldo Simeone; Bashir M. Al-Hashimi; Bipin Rajendran

Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications

IEEE WIRELESS COMMUNICATIONS

IF11.5

2024-12-01

OAAI

Lagunas, Eva; Ortiz, Flor G.; Eappen, Geoffrey; Daoud, Saed; Martins, Wallace A.; Querol, Jorge; Chatzinotas, Symeon; Skatchkovsky, Nicolas; Rajendran, Bipin; Simeone, Osvaldo

Ultra-low power neuromorphic obstacle detection using a two-dimensional materials-based subthreshold transistor

NPJ 2D MATERIALS AND APPLICATIONS

IF8.8

2023-09-18

OAAI

Thakar, Kartikey; Rajendran, Bipin; Lodha, Saurabh

Spiking Generative Adversarial Networks With a Neural Network Discriminator: Local Training, Bayesian Models, and Continual Meta-Learning 使用神经网络鉴别器激发生成性对抗网络: 本地训练，贝叶斯模型和连续元学习

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2022-11-01

OAAI

Rosenfeld, Bleema; Simeone, Osvaldo; Rajendran, Bipin

Editorial: Neuro-inspired computing for next-gen AI: Computing model, architectures and learning algorithms

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-07-25

OAAI

Pantazi, Angeliki; Rajendran, Bipin; Simeone, Osvaldo; Neftci, Emre

Memristors-From In-Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio-Inspired Computing 忆阻器-从内存计算，深度学习加速和尖峰神经网络到神经形态和生物启发计算的未来

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2020-08-02

162

OAAI

Mehonic, Adnan; Abu Sebastian; Rajendran, Bipin; Simeone, Osvaldo; Vasilaki, Eleni; Kenyon, Anthony J.

Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses 具有相变记忆突触的尖峰神经网络中监督学习的实验演示

SCIENTIFIC REPORTS

IF3.9

2020-05-15

OAAI

Nandakumar, S. R.; Boybat, Irem; Le Gallo, Manuel; Eleftheriou, Evangelos; Sebastian, Abu; Rajendran, Bipin

Mixed-Precision Deep Learning Based on Computational Memory 基于计算记忆的混合精度深度学习

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-05-12

OAAI

Nandakumar, S. R.; Le Gallo, Manuel; Piveteau, Christophe; Joshi, Vinay; Mariani, Giovanni; Boybat, Irem; Karunaratne, Geethan; Khaddam-Aljameh, Riduan; Egger, Urs; Petropoulos, Anastasios; Antonakopoulos, Theodore; Rajendran, Bipin; Sebastian, Abu; Eleftheriou, Evangelos

Training multi-layer spiking neural networks using NormAD based spatio-temporal error backpropagation

NEUROCOMPUTING

IF6.5

2020-03-01

OAAI

Anwani, Navin; Rajendran, Bipin

Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-11-01

102

OAAI

Rajendran, Bipin; Sebastian, Abu; Schmuker, Michael; Srinivasa, Narayan; Eleftheriou, Evangelos

Learning Algorithms and Signal Processing for Brain-Inspired Computing 脑启发计算的学习算法和信号处理

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-11-01

OAAI

Simeone, Osvaldo; Rajendran, Bipin; Gruning, Andre; Eleftheriou, Evangelos S.; Davies, Mike; Deneve, Sophie; Huang, Guang-Bin

Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics 基于纳米级PCMO器件特性的深度神经网络随机学习

NEUROCOMPUTING

IF6.5

2018-12-01

PREAI

Babu, Anakha, V; Lashkare, Sandip; Ganguly, Udayan; Rajendran, Bipin

Spiking neural networks for handwritten digit recognition-Supervised learning and network optimization 用于手写数字识别的尖峰神经网络-监督学习和网络优化

NEURAL NETWORKS

IF6.3

2018-07-01

117

OAAI

Kulkarni, Shruti R.; Rajendran, Bipin

Neuromorphic computing with multi-memristive synapses 具有多忆阻突触的神经形态计算

NATURE COMMUNICATIONS

IF15.7

2018-06-28

613

OAAI

Boybat, Irem; Le Gallo, Manuel; Nandakumar, S. R.; Moraitis, Timoleon; Parnell, Thomas; Tuma, Tomas; Rajendran, Bipin; Leblebici, Yusuf; Sebastian, Abu; Eleftheriou, Evangelos

Neuromorphic Computing Based on Emerging Memory Technologies

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2016-06-01

104

PREAI

Rajendran, Bipin; Alibart, Fabien

研究方向