| Edge-host partitioning of deep neural networks with feature space encoding for resource-constrained internet-of-things platforms JH Ko, T Na, MF Amir, S Mukhopadhyay 2018 15th IEEE International Conference on Advanced Video and Signal Based …, 2018 | 90 | 2018 |
| Cascade Adversarial Machine Learning Regularized with a Unified Embedding T Na, JH Ko, S Mukhopadhyay International Conference on Learning Representations (ICLR), 2017 | 88 | 2017 |
| Design of an energy-efficient accelerator for training of convolutional neural networks using frequency-domain computation JH Ko, B Mudassar, T Na, S Mukhopadhyay 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017 | 47 | 2017 |
| Energy efficient and side-channel secure cryptographic hardware for IoT-edge nodes A Singh, N Chawla, JH Ko, M Kar, S Mukhopadhyay IEEE Internet of Things Journal 6 (1), 421-434, 2018 | 36 | 2018 |
| Adaptive Weight Compression for Memory-Efficient Neural Networks JH Ko, D Kim, T Na, J Kung, Saibal Mukhopadhyay Design, Automation, and Test in Europe (DATE 2017), 2017 | 36 | 2017 |
| Exploring power attack protection of resource constrained encryption engines using integrated low-drop-out regulators A Singh, M Kar, JH Ko, S Mukhopadhyay 2015 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2015 | 30 | 2015 |
| On-Chip Training of Recurrent Neural Networks with Limited Numerical Precision T Na, JH Ko, J Kung, S Mukhopadhyay International Joint Conference on Neural Networks (IJCNN 2017), 2017 | 29 | 2017 |
| 3-D stacked image sensor with deep neural network computation MF Amir, JH Ko, T Na, D Kim, S Mukhopadhyay IEEE Sensors Journal 18 (10), 4187-4199, 2018 | 28 | 2018 |
| Edge-cloud collaborative processing for intelligent internet of things: A case study on smart surveillance BA Mudassar, JH Ko, S Mukhopadhyay 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018 | 24 | 2018 |
| An energy-efficient wireless video sensor node for moving object surveillance JH Ko, BA Mudassar, S Mukhopadhyay IEEE Transactions on Multi-Scale Computing Systems 1 (1), 7-18, 2015 | 24 | 2015 |
| Precision scaling of neural networks for efficient audio processing JH Ko, J Fromm, M Philipose, I Tashev, S Zarar arXiv preprint arXiv:1712.01340, 2017 | 19 | 2017 |
| Taesik Na, Mohammad Faisal Amir, and Saibal Mukhopadhyay. 2018. Edge-host partitioning of deep neural networks with feature space encoding for resource-constrained internet-of … JH Ko 15th IEEE International Conference on Advanced Video and Signal Based …, 2018 | 16 | 2018 |
| A single-chip image sensor node with energy harvesting from a CMOS pixel array JH Ko, MF Amir, KZ Ahmed, T Na, S Mukhopadhyay IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2295-2307, 2017 | 14 | 2017 |
| Taesik Na, and Saibal Mukhopadhyay JH Ko, B Mudassar Design of an Energy-Efficient Accelerator for Training of …, 2017 | 13 | 2017 |
| Mixture of pre-processing experts model for noise robust deep learning on resource constrained platforms T Na, M Lee, BA Mudassar, P Saha, JH Ko, S Mukhopadhyay 2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019 | 12 | 2019 |
| Design and analysis of a neural network inference engine based on adaptive weight compression JH Ko, D Kim, T Na, S Mukhopadhyay IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 11 | 2018 |
| Reconfigurable 96x128 Active Pixel Sensor with 2.1μW/mm2 Power Generation and Regulated Multi- Domain Power Delivery for Self-Powered Imaging KZ Ahmed, MF Amir, JH Ko, S Mukhopadhyay ESSCIRC, 2016 | 11 | 2016 |
| Camel: An adaptive camera with embedded machine learning-based sensor parameter control BA Mudassar, P Saha, Y Long, MF Amir, E Gebhardt, T Na, JH Ko, M Wolf, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (3 …, 2019 | 10 | 2019 |
| Limiting numerical precision of neural networks to achieve real-time voice activity detection JH Ko, J Fromm, M Philipose, I Tashev, S Zarar 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 10 | 2018 |
| An Energy-Efficient Wireless Video Sensor Node with a Region-of-Interest Based Multi-Parameter Rate Controller for Moving Object Surveillance JH Ko, T Na, S Mukhopadhyay IEEE Advanced Video and Signal-based Surveillance (AVSS), 2016 | 9 | 2016 |
Saibal MukhopadhyayProfessor of Electrical Engineering, Georgia Institute of TechnologyVerified email at ece.gatech.edu
