Meiser, Linda C ; Antkowiak, Philipp L ; Koch, Julian ; Chen, Weida D ; Kohll, A Xavier ; Stark, Wendelin J ; Heckel, Reinhard ; Grass, Robert N
Reading and writing digital data in DNA
Nature protocols
2020
15
1
86-101

Heckel, R ; Huang, W ; Hand, P ; Voroninski, V
Rate-Optimal Denoising with Deep Neural Networks
Information and Inference: A Journal of the IMA
2020

Shomorony, I ; Heckel, R
DNA-based storage: Models and fundamental limits
IEEE Transactions on Information Theory
2020

Daniels, M ; Hand, P ; Heckel, R
Reducing the Representation Error of GAN Image Priors Using the Deep Decoder
2020

Heckel, R ; Soltanolkotabi, M
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators
International Conference on Learning Representations
2020

Shin, S ; Heckel, R ; Shomorony, I
Capacity of the Erasure Shuffling Channel
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …
2020

Heckel, R ; Soltanolkotabi, M
Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation
International Conference on Machine Learning
2020

Grass, RN ; Heckel, R ; Dessimoz, C ; Stark, WJ
Genomic encryption of digital data stored in synthetic DNA
Angewandte Chemie
2020
132
22
8554-8558

Bostan, E ; Heckel, R ; Chen, M ; Kellman, M ; Waller, L
Deep phase decoder: self-calibrating phase microscopy with an untrained deep neural network
Optica
2020
7
6
559-562

Antkowiak, Philipp L ; Lietard, Jory ; Darestani, Mohammad Zalbagi ; Somoza, Mark M ; Stark, Wendelin J ; Heckel, Reinhard ; Grass, Robert N
Low cost DNA data storage using photolithographic synthesis and advanced information reconstruction and error correction
Nature communications
2020
11
1
1-10