5 citations · 5 across the 3 of their papers we have counts for
3 papers
Hybrid Associative Memories
Leon Lufkin, Tomás Figliolia, Beren Millidge +1
Recurrent neural networks (RNNs) and self-attention are both widely used sequence-mixing layers that maintain an internal memory. However, this memory is constructed using two orth…
A Group Theoretic Analysis of the Symmetries Underlying Base Addition and Their Learnability by Neural Networks
Cutter Dawes, Simon Segert, Kamesh Krishnamurthy +1
A major challenge in the use of neural networks both for modeling human cognitive function and for artificial intelligence is the design of systems with the capacity to efficiently…
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction
Taylor W. Webb, Steven M. Frankland, Awni Altabaa +9
A central challenge for cognitive science is to explain how abstract concepts are acquired from limited experience. This has often been framed in terms of a dichotomy between conne…