Robin Winter

Learning continuous and data-driven molecular descriptors by translating equivalent chemical representations

Robin Winter, Floriane Montanari, Frank Noé et al. · Chemical Science · 2018 · 498 citations · Full text

Neural nets for adaptive filtering and adaptive pattern recognition

Bernard Widrow, Robin Winter · Computer · 1988 · 467 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +17

Layered neural nets for pattern recognition

Bernard Widrow, Robin Winter, Rohan A. Baxter · IEEE Transactions on Acoustics Speech and Signal Processing · 1988 · 357 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Efficient multi-objective molecular optimization in a continuous latent space

Robin Winter, Floriane Montanari, Andreas Steffen et al. · Chemical Science · 2019 · 260 citations · Full text

Sensitivity of feedforward neural networks to weight errors

M. Stevenson, Robin Winter, Bernard Widrow · IEEE Transactions on Neural Networks · 1990 · 221 citations

Neural Scaling Law, Evolving Neural Network, Engineering +14