James J. Davis

1. Introducing the Bacterial and Viral Bioinformatics Resource Center (BV-BRC): a resource combining PATRIC, IRD and ViPR
   2022/11/09 by Robert Olson, Rida Assaf, Thomas Brettin +37 · 56 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Genetics, Bioinformatics, and Biomedical Research #Genomics and Phylogenetic Studies #Scientific Computing and Data Management
2. LUTNet: Rethinking Inference in FPGA Soft Logic
   2019/04/01 by Erwei Wang, Wang, Erwei, James J. Davis +5 · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Song, Shuaiwen Leon, Bonnie Kruft +181 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
4. Using Machine Learning To Predict Antimicrobial MICs and Associated Genomic Features for Nontyphoidal Salmonella
   2018/10/12 by Marcus Nguyen, S. Wesley Long, Patrick F. McDermott +7 · 3 citations
   Agricultural and Biological Sciences · Medicine · #Salmonella and Campylobacter epidemiology #Probiotics and Fermented Foods #Viral gastroenteritis research and epidemiology
5. LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference
   2019/10/24 by Erwei Wang, James J. Davis, Wang, Erwei +5 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Low-power high-performance VLSI design #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Enabling Binary Neural Network Training on the Edge
   2021/02/08 by Erwei Wang, Wang, Erwei, James J. Davis +14 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
7. ARCHITECT: Arbitrary-precision Hardware with Digit Elision for Efficient Iterative Compute
   2019/10/01 by He Li, Li, He, James J. Davis +5 · 1 voice
   Computer Science · #Digital Filter Design and Implementation #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques