Concepedia

A Generative Neural Network for Maximizing Fitness and Diversity of Synthetic DNA and Protein Sequences

Johannes Linder, Nicholas Bogard, Alexander Rosenberg, Georg Seelig

Cell Systems · 2020 · 122 citations · 61 references

Open access

Concepts

EngineeringBioinformaticsBiological EngineeringMachine LearningProtein EngineeringSynthetic BiologyDiversity GenerationProtein DesignSynthetic Gene DesignAutoencodersGenerative Protein DesignGradient DescentProtein Sequence DesignRegulatory SequencesSequence DesignSequence Space ExplorationSynthetic Dna Design

References

61

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

Natural Sciences, Mathematics, Algorithms +10

Equation of State Calculations by Fast Computing Machines

N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations

Computing, Computer Engineering, Computer Science +9

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13