4.7k citations · 4.8k across the 2 of their papers we have counts for
3 papers
Equivariant non-linear maps for neural networks on homogeneous spaces
Elias Nyholm, Oscar Carlsson, Maurice Weiler +1
This paper presents a novel framework for non-linear equivariant neural network layers on homogeneous spaces. The seminal work of Cohen et al. on equivariant -CNNs on homogeneou…
Massive MIMO with 1-bit ADC
Chiara Risi, Daniel Persson, Erik G. Larsson
We investigate massive multiple-input-multiple output (MIMO) uplink systems with 1-bit analog-to-digital converters (ADCs) on each receiver antenna. Receivers that rely on 1-bit AD…
Scaling up MIMO: Opportunities and Challenges with Very Large Arrays
Fredrik Rusek, Daniel Persson, Buon Kiong Lau +4
This paper surveys recent advances in the area of very large MIMO systems. With very large MIMO, we think of systems that use antenna arrays with an order of magnitude more element…