Kaushik Roy - Publications, H-index & Citations

Kaushik Roy

Purdue University

101H指数

1.4K论文数

4.6W被引数

收录论文 118

发表时间

ASMA: An $\underline{\text{A}}$daptive $\underline{\text{S}}$afety $\underline{\text{M}}$argin $\underline{\text{A}}$lgorithm for Vision-Language Drone Navigation via Scene-Aware Control Barrier Functions ASMA：一种基于场景感知控制屏障函数的视觉-语言无人机导航自适应安全裕度算法

IEEE Robotics and Automation Letters

IF5.3

2025-09-01

PREAI

Sourav Sanyal; Kaushik Roy

LITE-SNN: Leveraging Inherent Dynamics to Train Energy-Efficient Spiking Neural Networks for Sequential Learning Lite-snn: 利用固有的动力学来训练用于顺序学习的节能尖峰神经网络

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2024-12-01

PREAI

Rathi, Nitin; Roy, Kaushik

Guest Editorial: Special Issue on Advancing Machine Intelligence With Neuromorphic Computing 客座社论: 关于通过神经形态计算推进机器智能的特刊

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2024-10-01

PREAI

Li, Guoqi; Neftci, Emre; Xiao, Rong; Lanillos, Pablo; Roy, Kaushik

Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2024-10-01

PREAI

Wickramasinghe, Buddhi; Chowdhury, Sayeed Shafayet; Kosta, Adarsh Kumar; Ponghiran, Wachirawit; Roy, Kaushik

Intrinsic leakage in low power deep submicron CMOS ICs

international test conference

IF0

2024-09-06

122

PREAI

Keshavarzi, A; Roy, K; Hawkins, CF

A novel low-power scan design technique using supply gating

IEEE INTERNATIONAL CONFERENCE ON COMPUTER DESIGN: VLSI IN COMPUTERS & PROCESSORS, PROCEEDINGS

IF0

2024-09-05

PREAI

Bhunia, S; Mahmoodi, H; Mukhopadhyay, S; Ghosh, D; Roy, K

Power reduction in test-per-scan BIST with supply gating and efficient scan partitioning

6TH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN, PROCEEDINGS

IF0

2024-09-05

PREAI

Bhunia, S; Mahmoodi, H; Ghosh, D; Roy, K

Brain-Inspired Computing: A Systematic Survey and Future Trends

PROCEEDINGS OF THE IEEE

IF25.9

2024-06-01

OAAI

Li, Guoqi; Deng, Lei; Tang, Huajin; Pan, Gang; Tian, Yonghong; Roy, Kaushik; Maass, Wolfgang

Ferroelectric capacitors and field-effect transistors as in-memory computing elements for machine learning workloads 铁电电容器和场效应晶体管作为机器学习工作负载的内存计算元件

SCIENTIFIC REPORTS

IF3.9

2024-04-24

OAAI

Yu, Eunseon; Kumar, Gaurav K.; Saxena, Utkarsh; Roy, Kaushik

A collective AI via lifelong learning and sharing at the edge

NATURE MACHINE INTELLIGENCE

IF23.9

2024-03-22

OAAI

Soltoggio, Andrea; Ben-Iwhiwhu, Eseoghene; Braverman, Vladimir; Eaton, Eric; Epstein, Benjamin; Ge, Yunhao; Halperin, Lucy; How, Jonathan; Itti, Laurent; Jacobs, Michael A.; Kantharaju, Pavan; Le, Long; Lee, Steven; Liu, Xinran; Monteiro, Sildomar T.; Musliner, David; Nath, Saptarshi; Panda, Priyadarshini; Peridis, Christos; Pirsiavash, Hamed; Parekh, Vishwa; Roy, Kaushik; Shperberg, Shahaf; Siegelmann, Hava T.; Stone, Peter; Vedder, Kyle; Wu, Jingfeng; Yang, Lin; Zheng, Guangyao; Kolouri, Soheil

TOFU: Toward Obfuscated Federated Updates by Encoding Weight Updates Into Gradients From Proxy Data

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Nagaraj, Manish; Garg, Isha; Roy, Kaushik

Toward Visual Syntactical Understanding

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Chowdhury, Sayeed Shafayet; Chandra, Soumyadeep; Roy, Kaushik

Hardware/Software Co-Design With ADC-Less In-Memory Computing Hardware for Spiking Neural Networks

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2024-01-01

PREAI

Apolinario, Marco Paul E.; Kosta, Adarsh Kumar; Saxena, Utkarsh; Roy, Kaushik

SAMBA: Sparsity Aware In-Memory Computing Based Machine Learning Accelerator

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2023-09-01

PREAI

Kim, Dong Eun; Ankit, Aayush; Wang, Cheng; Roy, Kaushik

DIET-SNN: A Low-Latency Spiking Neural Network With Direct Input Encoding and Leakage and Threshold Optimization

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-06-01

145

PREAI

Rathi, Nitin; Roy, Kaushik

Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware 探索基于尖峰神经网络的神经形态计算: 硬件算法

ACM COMPUTING SURVEYS

IF28

2023-03-02

OAAI

Rathi, Nitin; Chakraborty, Indranil; Kosta, Adarsh; Sengupta, Abhronil; Ankit, Aayush; Panda, Priyadarshini; Roy, Kaushik

Compute in-Memory with Non-Volatile Elements for Neural Networks: A Review from a Co-Design Perspective 使用非易失性元素计算神经网络的内存: 从协同设计的角度进行回顾

ADVANCED MATERIALS

IF26.8

2023-03-02

OAAI

Haensch, Wilfried; Raghunathan, Anand; Roy, Kaushik; Chakrabarti, Bhaswar; Phatak, Charudatta M. M.; Wang, Cheng; Guha, Supratik

Intra-Class Mixup for Out-of-Distribution Detection

IEEE ACCESS

IF3.6

2023-01-01

PREAI

Ravikumar, Deepak; Kodge, Sangamesh; Garg, Isha; Roy, Kaushik

Low precision decentralized distributed training over IID and non-IID data

NEURAL NETWORKS

IF6.3

2022-11-01

OAAI

Aketi, Sai Aparna; Kodge, Sangamesh; Roy, Kaushik

All-Electric Nonassociative Learning in Nickel Oxide

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2022-09-19

OAAI

Mondal, Sandip; Zhang, Zhen; Islam, A. N. M. Nafiul; Andrawis, Robert; Gamage, Sampath; Aghamiri, Neda Alsadat; Wang, Qi; Zhou, Hua; Rodolakis, Fanny; Tran, Richard; Kaur, Jasleen; Chen, Chi; Ong, Shyue Ping; Sengupta, Abhronil; Abate, Yohannes; Roy, Kaushik; Ramanathan, Shriram

研究方向