This article investigates uplink massive MIMO system using 1-bit analog-to-digital converters (ADCs) and introduces a deep-learning-based framework for channel estimation. The proposed approach utilizes prior channel estimation observations alongside deep neural networks to establish a sophisticated mapping between quantized received measurements and the corresponding channels. To support this, the necessary pilot sequence ...