| Spike-flownet: event-based optical flow estimation with energy-efficient hybrid neural networks C Lee, AK Kosta, AZ Zhu, K Chaney, K Daniilidis, K Roy European Conference on Computer Vision, 366-382, 2020 | 151 | 2020 |
| Exploring neuromorphic computing based on spiking neural networks: Algorithms to hardware N Rathi, I Chakraborty, A Kosta, A Sengupta, A Ankit, P Panda, K Roy ACM Computing Surveys 55 (12), 1-49, 2023 | 48 | 2023 |
| Fusion-FlowNet: Energy-efficient optical flow estimation using sensor fusion and deep fused spiking-analog network architectures C Lee, AK Kosta, K Roy 2022 International Conference on Robotics and Automation (ICRA), 6504-6510, 2022 | 32 | 2022 |
| CASH-RAM: Enabling in-memory computations for edge inference using charge accumulation and sharing in standard 8T-SRAM arrays A Agrawal, A Kosta, S Kodge, DE Kim, K Roy IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (3 …, 2020 | 21 | 2020 |
| Adaptive-spikenet: Event-based optical flow estimation using spiking neural networks with learnable neuronal dynamics AK Kosta, K Roy 2023 IEEE International Conference on Robotics and Automation (ICRA), 6021-6027, 2023 | 12 | 2023 |
| Exploring spike-based learning for neuromorphic computing: Prospects and perspectives N Rathi, A Agrawal, C Lee, AK Kosta, K Roy 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 902-907, 2021 | 10 | 2021 |
| HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities SD Biswas, A Kosta, C Liyanagedera, M Apolinario, K Roy arXiv preprint arXiv:2211.10754, 2022 | 9 | 2022 |
| Exploring spike-based learning for neuromorphic computing: Prospects and perspectives. In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) N Rathi, A Agrawal, C Lee, AK Kosta, K Roy IEEE: Piscataway, NJ, USA, 2021 | 6 | 2021 |
| HyperX: A Hybrid RRAM-SRAM partitioned system for error recovery in memristive Xbars A Kosta, E Soufleri, I Chakraborty, A Agrawal, A Ankit, K Roy 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 88-91, 2022 | 5 | 2022 |
| Low cost autonomous navigation and control of a mechanically balanced bicycle with dual locomotion mode A Pandey, S Mahajan, A Kosta, D Yadav, V Pandey, S Sahay, S Jha, ... 2015 IEEE International Transportation Electrification Conference (ITEC), 1-10, 2015 | 5 | 2015 |
| Hardware/software co-design with adc-less in-memory computing hardware for spiking neural networks MPE Apolinario, AK Kosta, U Saxena, K Roy IEEE Transactions on Emerging Topics in Computing, 2023 | 4 | 2023 |
| Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where B Wickramasinghe, SS Chowdhury, AK Kosta, W Ponghiran, K Roy IEEE Transactions on Cognitive and Developmental Systems, 2023 | 3 | 2023 |
| Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation S Negi, D Sharma, AK Kosta, K Roy arXiv preprint arXiv:2306.02960, 2023 | 2 | 2023 |
| Live Demonstration: ANN vs SNN vs Hybrid Architectures for Event-based Real-time Gesture Recognition and Optical Flow Estimation AK Kosta, MPE Apolinario, K Roy Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 2 | 2023 |
| RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning AK Kosta, MA Anwar, P Panda, A Raychowdhury, K Roy 2022 International Conference on Robotics and Automation (ICRA), 7492-7498, 2022 | 2 | 2022 |
| HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities SD Biswas, A Kosta, C Liyanagedera, M Apolinario, K Roy 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV …, 2024 | 1 | 2024 |
| Low-cost Brain Controlled Orthotic Exoskeleton Arm for Monoplegic Paralyzed Individuals AK Kosta, A Nandy, C Paikara, D Yadav, S Mandal, S Soren 2018 3rd IEEE International Conference on Recent Trends in Electronics …, 2018 | 1 | 2018 |
| AcouSkin: Full Surface Contact localization Using Acoustic Waves AK Kosta, A Burns, S Rupavarharam, C Escobedo, D Lee, R Howard, ... 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023 | | 2023 |
| Lightning Talk: A Perspective on Neuromorphic Computing D Sharma, AK Kosta, K Roy 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-2, 2023 | | 2023 |
| FEDORA: Flying Event Dataset fOr Reactive behAvior A Joshi, A Kosta, W Ponghiran, M Nagaraj, K Roy arXiv preprint arXiv:2305.14392, 2023 | | 2023 |
Kaushik RoyProfessor of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
