76 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Samsung Austin Semiconductor (United States)US3 papers
- Northeastern UniversityUS2 papers
- University of California San DiegoUS2 papers
- AkzoNobel (Netherlands)NL1 paper
- Alexandria UniversityEG1 paper
- Amazon (Germany)DE1 paper
- Ashoka UniversityIN1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Institute of Physics and TechnologyKZ1 paper
- Laboratoire Albert FertFR1 paper
- Microsoft (United States)US1 paper
- Moscow Institute of Physics and TechnologyRU1 paper
9 papers · 1 filter
Symmetry constrained machine learning
Doron L. Bergman
Symmetry, a central concept in understanding the laws of nature, has been used for centuries in physics, mathematics, and chemistry, to help make mathematical models tractable. Yet…
DN-ResNet: Efficient Deep Residual Network for Image Denoising
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
A deep learning approach to blind denoising of images without complete knowledge of the noise statistics is considered. We propose DN-ResNet, which is a deep convolutional neural n…
Modeling Transient Negative Capacitance in Steep-Slope FeFETs
Borna Obradovic, Titash Rakshit, Ryan Hatcher +2
We report on measurements and modeling of FE HfZrO/SiO2 Ferroelectric-Dielectric (FE-DE) FETs which indicate that many of the phenomena attributed to Negative Capacitance can be ex…
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership
Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh +2
Recently, the capital expenditure of flash-based Solid State Driver (SSDs) keeps declining and the storage capacity of SSDs keeps increasing. As a result, all-flash storage systems…
Learning Sparse Low-Precision Neural Networks With Learnable Regularization
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
We consider learning deep neural networks (DNNs) that consist of low-precision weights and activations for efficient inference of fixed-point operations. In training low-precision…
AutoTiering: Automatic Data Placement Manager in Multi-Tier All-Flash Datacenter
Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews +6
In the year of 2017, the capital expenditure of Flash-based Solid State Drivers (SSDs) keeps declining and the storage capacity of SSDs keeps increasing. As a result, the "selling…
Rehabilitating the ColorChecker Dataset for Illuminant Estimation
Ghalia Hemrit, Graham D. Finlayson, Arjan Gijsenij +5
In a previous work, it was shown that there is a curious problem with the benchmark ColorChecker dataset for illuminant estimation. To wit, this dataset has at least 3 different se…
On the Validity and Applicability of Models of Negative Capacitance and Implications for MOS Applications
J. A. Kittl, B. Obradovic, D. Reddy +3
The observation of room temperature sub-60 mV/dec subthreshold slope (SS) in MOSFETs with ferroelectric (FE) layers in the gate stacks or in series with the gate has attracted much…
Magnetic Tunnel Junction Performance Under Mechanical Strain
Niklas Roschewsky, Sebastian Schafer, Frances Hellman +1
In this work we investigate the effect of the mechanical stress on the performance of magnetic tunnel junctions (MTJ) with perpendicular magnetic anisotropy. We developed a 4-point…