@inproceedings {Rhodes Island, Greece, title = {Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning}, year = {2023}, month = {06/2023}, address = {Rhodes Island, Greece}, keywords = {psclab}, author = {Zhikang Zhang and Zifan Yu and Suya You and Raghuveer Rao and Sanjeev Agarwal and Fengbo Ren} } @inproceedings {kulkarni2016reconnet, title = {Reconnet: Non-iterative reconstruction of images from compressively sensed measurements}, year = {2016}, pages = {449{\textendash}458}, keywords = {Compressive Sensing, ref}, author = {Kulkarni, Kuldeep and Lohit, Suhas and Turaga, Pavan and Kerviche, Ronan and Ashok, Amit} } @inproceedings {gupta2015deep, title = {Deep learning with limited numerical precision}, year = {2015}, pages = {1737{\textendash}1746}, keywords = {Deep Learning, ref}, author = {Gupta, Suyog and Agrawal, Ankur and Gopalakrishnan, Kailash and Narayanan, Pritish} } @inproceedings {szegedy2015going, title = {Going deeper with convolutions}, year = {2015}, pages = {1{\textendash}9}, keywords = {Deep Learning, ref}, author = {Szegedy, Christian and Liu, Wei and Jia, Yangqing and Sermanet, Pierre and Reed, Scott and Anguelov, Dragomir and Erhan, Dumitru and Vanhoucke, Vincent and Rabinovich, Andrew} } @article {277, title = {MemBuilder: a web-based graphical interface to build heterogeneously mixed membrane bilayers for the GROMACS biomolecular simulation program}, journal = {Bioinformatics}, volume = {30}, year = {2013}, pages = {439{\textendash}441}, abstract = {

Motivation:\ Molecular dynamics (MD) simulations have had a profound impact on studies of membrane proteins during past two decades, but the accuracy of MD simulations of membranes is limited by the quality of membrane models and the applied force fields. Membrane models used in MD simulations mostly contain one kind of lipid molecule. This is far from reality, for biological membranes always contain more than one kind of lipid molecule. Moreover, the lipid composition and their distribution are functionally important. As a result, there is a necessity to prepare more realistic lipid membranes containing different types of lipids at physiological concentrations.

Results:\ To automate and simplify the building process of heterogeneous lipid bilayers as well as providing molecular topologies for included lipids based on both united and all-atom force fields, we provided MemBuilder as a web-based graphical user interface.

Availability and implementation:\ MemBuilder is a free web server available\ 

}, keywords = {other}, author = {Ghahremanpour, Mohammad Mehdi and Arab, Seyed Shahriar and Biookaghazadeh, Saman and Zhang, Jin and van der Spoel, David} } @inproceedings {31, title = {See UV on Your Skin: An Ultraviolet Sensing and Visualization System}, year = {2013}, month = {09/2013}, pages = {22-28}, publisher = {ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)}, abstract = {

These days, as the Earth{\textquoteright}s protective ozone layer gets thinner, ultraviolet (UV) radiation threat is growing. In addition, getting tanned as a fashion leads people to wear less clothing, which increases UV intake. Excessive exposure to ultraviolet will lead to sunburn and even skin cancer. Therefore, neither insufficient nor excessive exposure is desirable. Although there are tons of UV meters on the market, a user may have a hard time to understand the unintuitive UV index reading. Thus, there is a potential demand for a portable system which can keep track of daily UV exposure dose, visualize possible sunburned consequences, and provide appropriate skin care recommendations. In this paper, we present a personalized UV monitoring and notification system. This system can continuously track UV exposure by wearable UV sensors. It can also visualize the cumulative UV exposure dose according to a predictive sunburned skin color model. Such an augmented skin color can provide a warning message to indicate the possible result of continuous UV exposure. Compared with other existing systems, our solution not only allows users to monitor their daily UV exposure, but also provides an unobtrusive UV visualization model which effectively warns users to take appropriate actions to avoid potential skin damage. The system has been tested on 9 subjects, and the evaluation feedback indicates that our system is promising for UV monitoring and sunburn prevention.

}, keywords = {psclab}, url = {http://dl.acm.org/citation.cfm?id=2555324}, author = {Zhang, Xiaoyi and Xu, Wenyao and Huang, Ming-Chun and Amini, Navid and Ren, Fengbo} } @inproceedings {157, title = {From OpenCL to high-performance hardware on FPGAs}, year = {2012}, pages = {531{\textendash}534}, publisher = {IEEE}, keywords = {Parallel and Reconfigurable Computing, ref}, author = {Czajkowski, Tomasz S and Aydonat, Utku and Denisenko, Dmitry and Freeman, John and Kinsner, Michael and Neto, David and Wong, Jason and Yiannacouras, Peter and Singh, Deshanand P} } @inproceedings {25, title = {Analysis of STT-RAM Cell Design With Multiple MTJs Per Access}, year = {2011}, month = {01/2011}, pages = {53-58}, publisher = {IEEE Computer Society}, abstract = {

Density of STT-RAMs is limited by the area cost and width of the access device in a cell since it needs to support the programming currents. This paper explores a cell structure that shares each cell{\textquoteright}s access transistor with multiple MTJ memory elements. Feasibility and limitations of such a cell structure is explored for both reading and writing of the memory. The analytical and simulation results indicate that only small amount of sharing is possible and having MTJs that can handle a high read current without disturbing the cell is needed.

}, keywords = {psclab}, url = {http://dl.acm.org/citation.cfm?id=2052103}, author = {Park, Henry and Dorrance, Richard and Amin, Amr and Ren, Fengbo and Markovi{\'c}, Dejan and Ken Yang, CK} } @inproceedings {24, title = {Scalability And Design-space Analysis of A 1T-1MTJ Memory Cell}, year = {2011}, month = {01/2011}, pages = {32-36}, publisher = {IEEE}, abstract = {

This paper introduces a design-space feasibility region as a function of MTJ characteristics and memory target specifications. The sensitivity of the design space is analyzed for scaling of both MTJ and underlying transistor technology. Design points for improved yield, density, and memory performance can be extracted for 90nm down to 32nm processes based on measured MTJ devices. To achieve flash-like densities in upcoming 22nm and 16nm technology nodes, scaling of the critical switching current density is required.

}, keywords = {psclab}, url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5941480}, author = {Dorrance, Richard and Ren, Fengbo and Toriyama, Yuta and Amin, Amr and Yang, C-KK and Markovi{\'c}, Dejan} }