Korpi, Dani

1. DeepRx: Fully Convolutional Deep Learning Receiver
   2020/05/04 by Honkala, Mikko, Korpi, Dani, Huttunen, Janne M. J. · 21 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative\n Transformations
   2020/10/30 by Dani Korpi, Mikko Honkala, Korpi, Dani +5 · 4 citations
   Computer Science · Engineering · #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
3. Deep Learning-Based Pilotless Spatial Multiplexing
   2023/12/08 by Korpi, Dani, Honkala, Mikko, Huttunen, Janne M. J. · 4 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. DeepTx: Deep Learning Beamforming with Channel Prediction
   2022/02/16 by Huttunen, Janne M. J., Korpi, Dani, Honkala, Mikko · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. Adapting to Reality: Over-the-Air Validation of AI-Based Receivers Trained with Simulated Channels
   2024/08/08 by Riku Luostari, Dani Korpi, Luostari, Riku +5 · 1 citation
   Engineering · #FOS: Electrical engineering #Fault Detection and Control Systems #Signal Processing (eess.SP) #electronic engineering #information engineering