Tyler W. Hughes
Electrical and Electronic Engineering · 2018–2022
A researcher in the Science corpus: 4 papers; trusts 7 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Electrical and Electronic Engineering — 35 citations into it
- Artificial Intelligence — 33 citations into it
- Atomic and Molecular Physics, and Optics — 15 citations into it
- Optimization & Training — 6 citations into it
Whom Tyler W. Hughes trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Michael I. Jordan
- Diederik P. Kingma
- O. von Stryk
- Yichen Shen
- Geoffrey E. Hinton
- M. Giles
- Jimmy Ba
- Yann LeCun
- Yoshua Bengio
- Jerome T. Connor
Who trusts Tyler W. Hughes overall
Papers from Tyler W. Hughes's perspective
Ordered by how strongly the researchers Tyler W. Hughes trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Wave physics as an analog recurrent neural network (2019) — 343 citations
- Training of Photonic Neural Networks through In Situ Backpropagation (2018) — 440 citations
- Experimentally realized in situ backpropagation for deep learning in photonic neural networks (2022) — 338 citations
- Adjoint Method and Inverse Design for Nonlinear Nanophotonic Devices (2018) — 303 citations