HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems
Saibal Mukhopadhyay , Yun Long , Xueyuan She
arXiv: Artificial Intelligence
53
2018
A ReRAM Memory Compiler with Layout-Precise Performance Evaluation
Edward Lee , Saibal Mukhopadhyay , Daehyun Kim , Yun Long
ieee soi 3d subthreshold microelectronics technology unified conference
1
2019
ScieNet: Deep learning with spike-assisted contextual information extraction
Saibal Mukhopadhyay , Daehyun Kim , Yun Long , Xueyuan She
Pattern Recognition 118 108002
2021
CAMEL: An Adaptive Camera With Embedded Machine Learning-Based Sensor Parameter Control
Burhan Ahmad Mudassar , Priyabrata Saha , Yun Long , Mohammad Faisal Amir
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 ( 3) 498 -508
16
2019
Energy-efficient neural image processing for Internet-of-Things edge devices
Jong Hwan Ko , Yun Long , Mohammad Faisal Amir , Duckhwan Kim
2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) 1069 -1072
1
2017
Fast and Low-Precision Learning in GPU-Accelerated Spiking Neural Network
Xueyuan She , Yun Long , Saibal Mukhopadhyay
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 450 -455
11
2019
Accelerating biophysical neural network simulation with region of interest based approximation
Yun Long , Xueyuan She , Saibal Mukhopadhyay
design, automation, and test in europe 159 -164
3
2018
Design of Reliable DNN Accelerator with Un-reliable ReRAM
Yun Long , Xueyuan She , Saibal Mukhopadhyay
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 1769 -1774
29
2019
A Camera with Brain – Embedding Machine Learning in 3D Sensors
Burhan Ahmad Mudassar , Priyabrata Saha , Yun Long , Muhammad Faisal Amir
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 680 -685
6
2019
A ferroelectric FET based power-efficient architecture for data-intensive computing
Yun Long , Taesik Na , Prakshi Rastogi , Karthik Rao
international conference on computer aided design 32
9
2018
A Programmable Hardware Accelerator for Simulating Dynamical Systems
Jaeha Kung , Yun Long , Duckhwan Kim , Saibal Mukhopadhyay
international symposium on computer architecture 45 ( 2) 403 -415
12
2017
Q-PIM: A Genetic Algorithm based Flexible DNN Quantization Method and Application to Processing-In-Memory Platform
Yun Long , Edward Lee , Daehyun Kim , Saibal Mukhopadhyay
2020 57th ACM/IEEE Design Automation Conference (DAC) 1 -6
17
2020
ReRAM-Based Processing-in-Memory Architecture for Recurrent Neural Network Acceleration
Yun Long , Taesik Na , Saibal Mukhopadhyay
IEEE Transactions on Very Large Scale Integration Systems 26 ( 12) 2781 -2794
91
2018
A Flexible Precision Multi-Format In-Memory Vector Matrix Multiplication Engine in 65 nm CMOS With RF Machine Learning Support
Mandovi Mukherjee , Yun Long , Jongseok Woo , Daehyun Kim
IEEE Solid-State Circuits Letters 3 450 -453
2020
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network
Priyabrata Saha , Arslan Ali , Burhan A. Mudassar , Yun Long
2020 IEEE International Conference on Robotics and Automation (ICRA)
2020
Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity
Xueyuan She , Yun Long , Saibal Mukhopadhyay
international joint conference on neural network 1 -8
12
2019
Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point Precision
Yun Long , Edward Lee , Daehyun Kim , Saibal Mukhopadhyay
2020 International Joint Conference on Neural Networks (IJCNN) 1 -8
2020
SAFE-DNN: A Deep Neural Network With Spike Assisted Feature Extraction For Noise Robust Inference
Xueyuan She , Priyabrata Saha , Daehyun Kim , Yun Long
2020 International Joint Conference on Neural Networks (IJCNN) 1 -8
2020
ReRAM Crossbar based Recurrent Neural Network for human activity detection
Yun Long , Eui Min Jung , Jaeha Kung , Saibal Mukhopadhyay
international joint conference on neural network 939 -946
14
2016
A Ferroelectric FET-Based Processing-in-Memory Architecture for DNN Acceleration
Yun Long , Daehyun Kim , Edward Lee , Priyabrata Saha
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 ( 2) 113 -122
8
2019