Roy, Kaushik

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Ankit, A., Hajj, I. E., Chalamalasetti, S. R., Ndu, G., Foltin, M., Williams, R. S., Faraboschi, P., Hwu, W.-M. W., Strachan, J. P., Roy, K., et al. (2019) · Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems

Advanced Memory and Neural ComputingParallel Computing and Optimization Techniques

Cited by 424

Tree-CNN: A hierarchical Deep Convolutional Neural Network for incremental learning

Roy, D., Panda, P., & Roy, K. (2020) · Neural Networks

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 257

Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges

Chakraborty, I., Ali, M., Ankit, A., Jain, S., Roy, S., Sridharan, S., Agrawal, A., Raghunathan, A., & Roy, K. (2020) · Proceedings of the IEEE

Advanced Memory and Neural ComputingLow-power high-performance VLSI design

Cited by 140

A collective AI via lifelong learning and sharing at the edge

Soltoggio, A., Ben-Iwhiwhu, E., Braverman, V., Eaton, E., Epstein, B., Ge, Y., Halperin, L., How, J., Itti, L., Jacobs, M. A., et al. (2024) · Nature Machine Intelligence

Domain Adaptation and Few-Shot LearningIoT and Edge/Fog Computing

Cited by 51

FALCON: Feature driven selective classification for energy-efficient image recognition

Panda, P., Ankit, A., Wijesinghe, P., & Roy, K. (2017) · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Advanced Neural Network ApplicationsAdvanced Memory and Neural Computing

Cited by 21

ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistance

Roy, K., Gaur, M., Soltani, M., Rawte, V., Kalyan, A., & Sheth, A. (2023) · Frontiers in Big Data

Artificial Intelligence in Healthcare and EducationSpeech and dialogue systems

Cited by 18