2 papers
cs.LG2026
Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning
William T. Redman, Erik C. Johnson, Brian Robinson
Identifying and exploiting common features across domains is at the heart of the human ability to make analogies, and is believed to be crucial for the ability to continually learn…
cs.NE2024
Using evolutionary computation to optimize task performance of unclocked, recurrent Boolean circuits in FPGAs
Raphael Norman-Tenazas, David Kleinberg, Erik C. Johnson +2
It has been shown that unclocked, recurrent networks of Boolean gates in FPGAs can be used for low-SWaP reservoir computing. In such systems, topology and node functionality of the…