Browsing CBMM Memo Series by Author "Xie, Yi"
Now showing items 1-2 of 2
-
Skip Connections Increase the Capacity of Associative Memories in Variable Binding Mechanisms
Xie, Yi; Li, Yichen; Rangamani, Akshay (Center for Brains, Minds and Machines (CBMM), 2023-06-27)The flexibility of intelligent behavior is fundamentally attributed to the ability to separate and assign structural information from content in sensory inputs. Variable binding is the atomic computation that underlies ... -
Understanding the Role of Recurrent Connections in Assembly Calculus
Rangamani, Akshay; Xie, Yi (Center for Brains, Minds and Machines (CBMM), 2022-07-06)In this note, we explore the role of recurrent connections in Assembly Calculus through a number of experiments conducted on models with and without recurrent connections. We observe that as- semblies can be formed even ...