In this Issue The Jan./Feb. 2017 issue on cognitive architectures is guest edited by Pradip Bose and Alper Buyuktosunoglu from the IBM T.J. Watson Research Center. Recent innovations in cognitive computing systems, along with neurally inspired hardware designs, have spurred new research and development activities in machine learning, neuromorphic, and other brain-inspired computing models, as w...