Search Results - "Deming Chen"

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes by Li, Yuhong, Zhang, Xiaofan, Chen, Deming

“…We propose a network for Congested Scene Recognition called CSRNet to provide a data-driven and deep learning method that can understand highly congested…”
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PandoGen: Generating complete instances of future SARS-CoV-2 sequences using Deep Learning by Ramachandran, Anand, Lumetta, Steven S, Chen, Deming

“…One of the challenges in a viral pandemic is the emergence of novel variants with different phenotypical characteristics. An ability to forecast future viral…”
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Compressing Large-Scale Transformer-Based Models: A Case Study on BERT by Ganesh, Prakhar, Chen, Yao, Lou, Xin, Khan, Mohammad Ali, Yang, Yin, Sajjad, Hassan, Nakov, Preslav, Chen, Deming, Winslett, Marianne

“…Pre-trained Transformer-based models have achieved state-of-the-art performance for various Natural Language Processing (NLP) tasks. However, these models…”
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HELLO: improved neural network architectures and methodologies for small variant calling by Ramachandran, Anand, Lumetta, Steven S, Klee, Eric W, Chen, Deming

“…Modern Next Generation- and Third Generation- Sequencing methods such as Illumina and PacBio Circular Consensus Sequencing platforms provide accurate…”
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Efficient GPU Spatial-Temporal Multitasking by Yun Liang, Huynh, Huynh Phung, Rupnow, Kyle, Goh, Rick Siow Mong, Deming Chen

“…Heterogeneous computing nodes are now pervasive throughout computing, and GPUs have emerged as a leading computing device for application acceleration. GPUs…”
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Effect of Bacillus subtilis fortified inoculation on the microbial communities in different niches of Daqu by Yang, Yang, Zou, Yongfang, Zeng, Kuijie, Chen, Deming, Li, Zijian, Guo, Huixiang, Huang, Dan, Wang, Xiaoping, Luo, Huibo

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HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation by Ye, Hanchen, Zhang, Xiaofan, Huang, Zhize, Chen, Gengsheng, Chen, Deming

“…To speedup Deep Neural Networks (DNN) accelerator design and enable effective implementation, we propose HybridDNN, a framework for building high-performance…”
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A SPICE-Compatible Model of MOS-Type Graphene Nano-Ribbon Field-Effect Transistors Enabling Gate- and Circuit-Level Delay and Power Analysis Under Process Variation by Ying-Yu Chen, Sangai, Amit, Rogachev, Artem, Gholipour, Morteza, Iannaccone, Giuseppe, Fiori, Gianluca, Deming Chen

“…This paper presents the first parameterized SPICE-compatible compact model of a graphene nano-ribbon field-effect transistor (GNRFET) with doped reservoirs,…”
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Protectin conjugates in tissue regeneration 1 alleviates sepsis-induced acute lung injury by inhibiting ferroptosis by Lv, Ya, Chen, Deming, Tian, Xinyi, Xiao, Ji, Xu, Congcong, Du, Linan, Li, Jiacong, Zhou, Siyu, Chen, Yuxiang, Zhuang, Rong, Gong, Yuqiang, Ying, Binyu, Gao-Smith, Fang, Jin, Shengwei, Gao, Ye

“…Acute lung injury (ALI) is a common and serious complication of sepsis with high mortality. Ferroptosis, categorized as programmed cell death, contributes to…”
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An Efficient Compiler Framework for Cache Bypassing on GPUs by Liang, Yun, Xie, Xiaolong, Sun, Guangyu, Chen, Deming

“…Graphics processing units (GPUs) have become ubiquitous for general purpose applications due to their tremendous computing power. Initially, GPUs only employ…”
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An Accurate GPU Performance Model for Effective Control Flow Divergence Optimization by Yun Liang, Satria, Muhammad Teguh, Rupnow, Kyle, Deming Chen

“…Graphic processing units (GPUs) are composed of a group of single-instruction multiple data (SIMD) streaming multiprocessors (SMs). GPUs are able to…”
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ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation by Ye, Hanchen, Hao, Cong, Cheng, Jianyi, Jeong, Hyunmin, Huang, Jack, Neuendorffer, Stephen, Chen, Deming

“…High-level synthesis (HLS) has been widely adopted as it significantly improves the hardware design productivity and enables efficient design space exploration…”
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A Fast Digital Predistortion Algorithm for Radio-Frequency Power Amplifier Linearization With Loop Delay Compensation by Li, Hao, Kwon, Dae Hyun, Chen, Deming, Chiu, Yun

“…An adaptive, digital, baseband predistortion (PD) algorithm that compensates for the memoryless nonlinearities of radio-frequency (RF) power amplifiers (PAs)…”
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Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era by Nam Sung Kim, Deming Chen, Jinjun Xiong, Hwu, Wen-mei W.

“…As the trends driven by Moore's law come to an end, increased heterogeneity at all levels of computing is required to deliver the computing performance needed…”
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Optimizing conditions for anthocyanins extraction from purple sweet potato using response surface methodology (RSM) by Fan, Gongjian, Han, Yonbin, Gu, Zhenxin, Chen, Deming

“…Optimization for purple sweet potato ( Ipomoea batatas (L.) Lam) anthocyanins (PSPAs) extraction was investigated using response surface methodology in this…”
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Analytical SPICE-Compatible Model of Schottky-Barrier-Type GNRFETs With Performance Analysis by Gholipour, Morteza, Ying-Yu Chen, Sangai, Amit, Masoumi, Nasser, Deming Chen

“…This paper presents an accurate analytical compact model for Schottky-barrier-type graphene nanoribbon field-effect transistors (SB-GNRFETs). This is a…”
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Urban traffic-parking system dynamics model with macroscopic properties: a comparative study between Shanghai and Zurich by Mesfin, Biruk Gebremedhin, Li, Zihao, Sun, Daniel, Chen, Deming, Xi, Yueting

“…Analyzing the dynamics of parking traffic can better represent the real dynamic states of road networks, thereby allowing for a deeper analysis of the parking…”
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3-D nFPGA: A Reconfigurable Architecture for 3-D CMOS/Nanomaterial Hybrid Digital Circuits by Chen Dong, Deming Chen, Haruehanroengra, S., Wei Wang

“…In this paper, we introduce a novel reconfigurable architecture, named 3D field-programmable gate array (3D nFPGA), which utilizes 3D integration techniques…”
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FCUDA-NoC: A Scalable and Efficient Network-on-Chip Implementation for the CUDA-to-FPGA Flow by Yao Chen, Gurumani, Swathi T., Yun Liang, Guofeng Li, Donghui Guo, Rupnow, Kyle, Deming Chen

“…High-level synthesis (HLS) of data-parallel input languages, such as the Compute Unified Device Architecture (CUDA), enables efficient description and…”
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Modeling of Gaussian Network-Based Reconfigurable Network-on-Chip Designs by Wu, Yangbing, Zhao, Jianfeng, Chen, Deming, Guo, Donghui

“…In network on chips (NoCs) design, reconfiguration of NoC is a very effective option for minimizing power consumption, and Gaussian networks can provide…”
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