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Publication search results
found 53 matches
- 2024
- Nandini Gandhi, Kaushik Gopalan, Prajish Prasad:
A Support Vector Machine based approach for plagiarism detection in Python code submissions in undergraduate settings. Frontiers Comput. Sci. 6 (2024) - Atharva Deshpande, Kaushik Gopalan, Jeet Shah, Hrishikesh Simu:
A conditional Generative Adversarial network model for the Weather4Cast 2024 Challenge. CoRR abs/2412.00451 (2024) - 2023
- Unnati Koppikar
, Rohit Kandakatla
, Kaushik Mallibhat
, Gopalkrishna Joshi:
Exploration of Skills Required by Engineering Faculty to Mentor Freshmen Undergraduate Students for Interdisciplinary Design Projects. IEEE Trans. Educ. 66(5): 450-456 (2023) - 2022
- Preethi Baligar
, Kaushik Mallibhat
, Sanjeev M. Kavale
, Gopalkrishna Joshi:
Evaluating an Engineering Design Problem for Its Complexity. IEEE Trans. Educ. 65(1): 73-80 (2022) - 2021
- Unnati Koppikar, Kaushik Mallibhat
, Rohit Kandakatla
, Gopalkrishna Joshi, Vijayalakshmi M
:
Faculty Development Model for Mentoring Interdisciplinary Engineering Projects. FIE 2021: 1-5 - Vijayalakshmi M
, Preethi Baligar
, Kaushik Mallibhat
, Sanjeev M. Kavale, Gopalkrishna Joshi, Ashok Shettar:
Transition from In-Person Learning to Technology Enhanced Learning in Engineering Education: Faculty Challenges. FIE 2021: 1-5 - Kaushik Mallibhat
, Nandish Humbi, Doddabasappa Marebal, Gopalkrishna Joshi, Madhwacharya Kolhar:
Project Exhibition In Engineering: A Case Study Of Design and Implementation Of Virtual Exhibition In First-Year Project-Based Learning Course. ICALT 2021: 416-418 - Yinghan Long
, Indranil Chakraborty, Gopalakrishnan Srinivasan
, Kaushik Roy:
Complexity-aware Adaptive Training and Inference for Edge-Cloud Distributed AI Systems. ICDCS 2021: 573-583 - Vishal Anand Aisur Gopalakrishnan, Utsab Kundu
, Ranganathan Gurunathan, Kaushik Basu
:
Small Signal Modeling of Series Resonant Converter based on State-plane Analysis. IECON 2021: 1-6 - Yinghan Long, Indranil Chakraborty, Gopalakrishnan Srinivasan, Kaushik Roy:
Complexity-aware Adaptive Training and Inference for Edge-Cloud Distributed AI Systems. CoRR abs/2109.06440 (2021) - 2020
- Minsuk Koo
, Gopalakrishnan Srinivasan
, Yong Shim
, Kaushik Roy
:
sBSNN: Stochastic-Bits Enabled Binary Spiking Neural Network With On-Chip Learning for Energy Efficient Neuromorphic Computing at the Edge. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(8): 2546-2555 (2020) - Amogh Agrawal
, Indranil Chakraborty
, Deboleena Roy
, Utkarsh Saxena, Saima Sharmin
, Minsuk Koo, Yong Shim, Gopalakrishnan Srinivasan
, Chamika M. Liyanagedera, Abhronil Sengupta
, Kaushik Roy
:
Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies. IEEE Trans. Very Large Scale Integr. Syst. 28(12): 2481-2494 (2020) - Bing Han, Gopalakrishnan Srinivasan
, Kaushik Roy:
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network. CVPR 2020: 13555-13564 - Gopalakrishnan Srinivasan
, Chankyu Lee, Abhronil Sengupta, Priyadarshini Panda, Syed Shakib Sarwar, Kaushik Roy:
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing. ICASSP 2020: 8549-8553 - Nitin Rathi, Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy:
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation. ICLR 2020 - Krishna Reddy Kesari, Priyadarshini Panda, Gopalakrishnan Srinivasan
, Kaushik Roy:
Enabling Homeostasis using Temporal Decay Mechanisms in Spiking CNNs Trained with Unsupervised Spike Timing Dependent Plasticity. IJCNN 2020: 1-8 - Minsuk Koo, Gopalakrishnan Srinivasan, Yong Shim, Kaushik Roy:
sBSNN: Stochastic-Bits Enabled Binary Spiking Neural Network with On-Chip Learning for Energy Efficient Neuromorphic Computing at the Edge. CoRR abs/2002.11163 (2020) - Jason M. Allred, Steven J. Spencer, Gopalakrishnan Srinivasan, Kaushik Roy:
Explicitly Trained Spiking Sparsity in Spiking Neural Networks with Backpropagation. CoRR abs/2003.01250 (2020) - Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy:
RMP-SNNs: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Networks. CoRR abs/2003.01811 (2020) - Nitin Rathi, Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy:
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation. CoRR abs/2005.01807 (2020) - 2019
- Yinghan Long
, Gopalakrishnan Srinivasan
, Priyadarshini Panda
, Kaushik Roy:
Structured Learning for Action Recognition in Videos. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(3): 475-484 (2019) - Kaushik Gopalan
, Rajesh Sikhakolli, Abhisek Chakraborty:
A Bayesian Estimation Technique for Improving the Accuracy of SCATSAT-1 Winds in Rainy Conditions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(5): 1362-1368 (2019) - Chankyu Lee
, Gopalakrishnan Srinivasan
, Priyadarshini Panda
, Kaushik Roy:
Deep Spiking Convolutional Neural Network Trained With Unsupervised Spike-Timing-Dependent Plasticity. IEEE Trans. Cogn. Dev. Syst. 11(3): 384-394 (2019) - Amogh Agrawal
, Akhilesh Jaiswal
, Deboleena Roy
, Bing Han
, Gopalakrishnan Srinivasan
, Aayush Ankit
, Kaushik Roy:
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 3064-3076 (2019) - Deboleena Roy, Gopalakrishnan Srinivasan
, Priyadarshini Panda, Richard Tomsett, Nirmit Desai, Raghu K. Ganti, Kaushik Roy:
Neural Networks at the Edge. SMARTCOMP 2019: 45-50 - Gopalakrishnan Srinivasan, Kaushik Roy:
ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing. CoRR abs/1902.04161 (2019) - Wachirawit Ponghiran, Gopalakrishnan Srinivasan, Kaushik Roy:
Reinforcement Learning with Low-Complexity Liquid State Machines. CoRR abs/1906.01695 (2019) - 2018
- Syed Shakib Sarwar
, Gopalakrishnan Srinivasan
, Bing Han
, Parami Wijesinghe
, Akhilesh Jaiswal
, Priyadarshini Panda
, Anand Raghunathan
, Kaushik Roy:
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(4): 796-809 (2018) - Gopalakrishnan Srinivasan
, Priyadarshini Panda
, Kaushik Roy:
STDP-based Unsupervised Feature Learning using Convolution-over-time in Spiking Neural Networks for Energy-Efficient Neuromorphic Computing. ACM J. Emerg. Technol. Comput. Syst. 14(4): 44:1-44:12 (2018) - Abhishek Teli, A. Amith, K. Bhanu Kaushik, K. Gopala Krishna Vasanth, B. J. Sowmya, S. Seema:
Efficient Decision Support System on Agrometeorological Data. ISDA (1) 2018: 875-890
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