Gourav Datta
University of Southern California
H-index: 8
North America-United States
Top articles of Gourav Datta
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Neuromorphic-P2M: Processing-in-Pixel-in-Memory Paradigm for Neuromorphic Image Sensors | Frontiers in Neuroinformatics | Md Abdullah-Al Kaiser Gourav Datta Zixu Wang Ajey P Jacob Peter A Beerel | 2023/5/4 |
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units | arXiv preprint arXiv:2402.04882 | Zeyu Liu Gourav Datta Anni Li Peter Anthony Beerel | 2024/1/20 |
Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ | arXiv preprint arXiv:2402.15121 | Md Abdullah-Al Kaiser Gourav Datta Peter A Beerel Akhilesh R Jaiswal | 2024/2/23 |
Training Ultra-Low-Latency Spiking Neural Networks from Scratch | Gourav Datta* Zeyu Liu* Peter A Beerel | 2024 | |
Towards Efficient Edge Intelligence with In-Sensor and Neuromorphic Computing: Algorithm-Hardware Co-Design | Gourav Datta | 2023 | |
Design Considerations for 3D Heterogeneous Integration Driven Analog Processing-in-Pixel for Extreme-Edge Intelligence | Zihan Yin Gourav Datta Md Abdullah-Al Kaiser Peter Beerel Ajey Jacob | 2023/12/5 | |
Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types | arXiv preprint arXiv:2309.08136 | Yue Hu Gourav Datta Kira Beerel Peter Beerel | 2023/9/15 |
Technology-Circuit-Algorithm Tri-Design for Processing-in-Pixel-in-Memory (P2M) | Md Abdullah-Al Kaiser Gourav Datta Sreetama Sarkar Souvik Kundu Zihan Yin | 2023/6/5 | |
Spiking Neural Networks with Dynamic Time Steps for Vision Transformers | arXiv preprint arXiv:2311.16456 | Gourav Datta Zeyu Liu Anni Li Peter A Beerel | 2023/11/28 |
FireFly: A Synthetic Dataset for Ember Detection in Wildfire | Yue Hu Xinan Ye Yifei Liu Souvik Kundu Gourav Datta | 2023 | |
Bridging the Gap Between Spiking Neural Networks & LSTMs for Latency & Energy Efficiency | Gourav Datta Haoqin Deng Robert Aviles Zeyu Liu Peter A Beerel | 2023/8/7 | |
ViTA: A Vision Transformer Inference Accelerator for Edge Applications | Shashank Nag Gourav Datta Souvik Kundu Nitin Chandrachoodan Peter A Beerel | 2023/5/21 | |
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks | arXiv preprint arXiv:2312.06900 | Gourav Datta Zeyu Liu James Diffenderfer Bhavya Kailkhura Peter A Beerel | 2023/12/12 |
FixPix: Fixing Bad Pixels using Deep Learning | arXiv preprint arXiv:2310.11637 | Sreetama Sarkar Xinan Ye Gourav Datta Peter A Beerel | 2023/10/18 |
OPEN ACCESS EDITED BY | Community Series-Extremophiles: Microbial Genomics and Taxogenomics, Volume II | José Luis Losada Asier Gonzalez-Artetxe Yousri Elghoul Júlio A Costa JA Costa | 2023/11/22 |
Hoyer regularizer is all you need for ultra low-latency spiking neural networks | arXiv preprint arXiv:2212.10170 | Gourav Datta Zeyu Liu Peter A Beerel | 2022/12/20 |
ACE-SNN: Algorithm-hardware co-design of energy-efficient & low-latency deep spiking neural networks for 3d image recognition | Frontiers in neuroscience | Gourav Datta Souvik Kundu Akhilesh R Jaiswal Peter A Beerel | 2022/4/7 |
HOYER REGULARIZER IS ALL YOU NEED FOR EXTREMELY SPARSE SPIKING NEURAL NETWORKS | Gourav Datta Zeyu Liu Peter Anthony Beerel | 2022/9/29 | |
Can deep neural networks be converted to ultra low-latency spiking neural networks? | Gourav Datta Peter A Beerel | 2022/3/14 | |
Self-Attentive Pooling for Efficient Deep Learning | Fang Chen Gourav Datta Souvik Kundu Peter A Beerel | 2023 |
Co-Authors
