Helmut Bölcskei

1. An Overview of MIMO Communications—A Key to Gigabit Wireless
   2004/02/01 by A. Paulraj, A.J. Paulraj, D.A. Gore +4 · 35 citations
   Engineering · Computer Science · #Advanced Wireless Communication Techniques #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
2. A Mathematical Theory of Deep Convolutional Neural Networks for Feature\n Extraction
   2015/12/19 by Thomas Wiatowski, Wiatowski, Thomas, Helmut Bölcskei +1 · 1 voice · 2 citations
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Image and Signal Denoising Methods #Seismic Imaging and Inversion Techniques #Model Reduction and Neural Networks
3. Deep Neural Network Approximation Theory
   2021/02/24 by Dennis Elbrächter, Dennis Elbrachter, Dmytro Perekrestenko +3 · 17 citations
   Computer Science · Mathematics · #Image and Signal Denoising Methods #Neural Networks and Applications #Mathematical Approximation and Integration
4. Discrete Zak transforms, polyphase transforms, and applications
   1997/04/01 by Helmut Bölcskei, H. Bolcskei, F. Hlawatsch +1 · 3 citations
   Mathematics · Computer Science · #Mathematical Analysis and Transform Methods #Image and Signal Denoising Methods #Digital Filter Design and Implementation
5. Generating Rectifiable Measures through Neural Networks
   2024/12/06 by Erwin Riegler, Alex Bühler, Riegler, Erwin +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Probability (math.PR) #Statistics Theory (math.ST)
6. Cellular automata, many-valued logic, and deep neural networks
   2024/04/08 by Yani Zhang, Zhang, Yani, Helmut Bölcskei +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #FOS: Computer and information sciences #Quantum-Dot Cellular Automata
7. Constructive Universal High-Dimensional Distribution Generation through Deep ReLU Networks
   2020/06/30 by Dmytro Perekrestenko, Perekrestenko, Dmytro, Stephan A. Müller +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech and Audio Processing #Video Surveillance and Tracking Methods