16 citations · 17 across the 2 of their papers we have counts for
5 papers
Efficient Implementation of Multi-Channel Convolution in Monolithic 3D ReRAM Crossbar
Sho Ko, Yun Joon Soh, Jishen Zhao
Convolutional neural networks (CNNs) demonstrate promising accuracy in a wide range of applications. Among all layers in CNNs, convolution layers are the most computation-intensive…
A Neural-based Program Decompiler
Cheng Fu, Huili Chen, Haolan Liu +4
Reverse engineering of binary executables is a critical problem in the computer security domain. On the one hand, malicious parties may recover interpretable source codes from the…
Towards Safety-Aware Computing System Design in Autonomous Vehicles
Hengyu Zhao, Yubo Zhang, Pingfan Meng +4
Recently, autonomous driving development ignited competition among car makers and technical corporations. Low-level automation cars are already commercially available. But high aut…
Basic Performance Measurements of the Intel Optane DC Persistent Memory Module
Joseph Izraelevitz, Jian Yang, Lu Zhang +9
Scalable nonvolatile memory DIMMs will finally be commercially available with the release of the Intel Optane DC Persistent Memory Module (or just "Optane DC PMM"). This new nonvol…
Towards Fast and Energy-Efficient Binarized Neural Network Inference on FPGA
Cheng Fu, Shilin Zhu, Hao Su +2
Binarized Neural Network (BNN) removes bitwidth redundancy in classical CNN by using a single bit (-1/+1) for network parameters and intermediate representations, which has greatly…