Pre-recorded and live talks given at the 2022 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, the 13th Annual Meeting of the BICA Society (BICA*AI 2022), held in Guadalajara, Mexico, September 22-25.