Domain-specific hardware accelerators

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

Identification of common molecular subsequences

Temple F. Smith, Michael S. Waterman · Journal of Molecular Biology · 1981 · 10K citations

Sequence Motif, Functional Genomics, Natural Sciences +8

TensorFlow: A system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · arXiv (Cornell University) · 2016 · 8.8K citations · Full text

Cluster Computing, Engineering, Machine Learning +17

Nanopore sequencing and assembly of a human genome with ultra-long reads

Miten Jain, Sergey Koren, Karen H. Miga et al. · Nature Biotechnology · 2018 · 2K citations · Full text

1.1 Computing's energy problem (and what we can do about it)

Mark Horowitz · 2014 · 1.8K citations

Computational Complexity Theory, Engineering, Energy Efficiency +22