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Xueyuan She
Xueyuan She
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Design of reliable DNN accelerator with un-reliable ReRAM
Y Long, X She, S Mukhopadhyay
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
1352019
Hybridnet: integrating model-based and data-driven learning to predict evolution of dynamical systems
Y Long, X She, S Mukhopadhyay
Conference on Robot Learning, 551-560, 2018
672018
A ferroelectric FET-based processing-in-memory architecture for DNN acceleration
Y Long, D Kim, E Lee, P Saha, BA Mudassar, X She, AI Khan, ...
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019
552019
A fully spiking hybrid neural network for energy-efficient object detection
B Chakraborty, X She, S Mukhopadhyay
IEEE Transactions on Image Processing 30, 9014-9029, 2021
322021
Fast and low-precision learning in GPU-accelerated spiking neural network
X She, Y Long, S Mukhopadhyay
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 450-455, 2019
202019
A Heterogeneous Spiking Neural Network for Unsupervised Learning of Spatiotemporal Patterns
X She, S Dash, D Kim, S Mukhopadhyay
Frontiers in Neuroscience 14, 1406, 2020
192020
Sequence approximation using feedforward spiking neural network for spatiotemporal learning: Theory and optimization methods
X She, S Dash, S Mukhopadhyay
International Conference on Learning Representations, 2021
182021
Improving robustness of reram-based spiking neural network accelerator with stochastic spike-timing-dependent-plasticity
X She, Y Long, S Mukhopadhyay
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
172019
Processing-in-memory-based on-chip learning with spike-time-dependent plasticity in 65-nm cmos
D Kim, X She, NM Rahman, VCK Chekuri, S Mukhopadhyay
IEEE Solid-State Circuits Letters 3, 278-281, 2020
112020
ScieNet: Deep learning with spike-assisted contextual information extraction
X She, Y Long, D Kim, S Mukhopadhyay
Pattern Recognition 118, 108002, 2021
102021
Safe-dnn: a deep neural network with spike assisted feature extraction for noise robust inference
X She, P Saha, D Kim, Y Long, S Mukhopadhyay
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
72020
Speed: Spiking neural network with event-driven unsupervised learning and near-real-time inference for event-based vision
X She, S Mukhopadhyay
IEEE Sensors Journal 21 (18), 20578-20588, 2021
62021
Reliable edge intelligence in unreliable environment
M Lee, X She, B Chakraborty, S Dash, B Mudassar, S Mukhopadhyay
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 896-901, 2021
62021
MONETA: A processing-in-memory-based hardware platform for the hybrid convolutional spiking neural network with online learning
D Kim, B Chakraborty, X She, E Lee, B Kang, S Mukhopadhyay
Frontiers in Neuroscience 16, 775457, 2022
42022
Brain-Inspired Spatiotemporal Processing Algorithms for Efficient Event-Based Perception
B Chakraborty, U Kamal, X She, S Dash, S Mukhopadhyay
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
32023
Accelerating biophysical neural network simulation with region of interest based approximation
Y Long, X She, S Mukhopadhyay
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 159-164, 2018
32018
Learning Point Processes using Recurrent Graph Network
S Dash, X She, S Mukhopadhyay
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
22022
Design and Optimization of Heterogeneous Feedforward Spiking Neural Network For Spatiotemporal Data Processing
X She
Georgia Institute of Technology, 2022
12022
Spin torque nano-oscillator achieved with point contact current injection
X She, M Kabir, L Luo, M Stan
Bulletin of the American Physical Society 61, 2016
2016
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Artikelen 1–19