Kyle Aitken

According to our database, Kyle Aitken authored at least 4 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

The geometry of representational drift in natural and artificial neural networks.

Kyle Aitken, Marina E. Garrett, Shawn R. Olsen, Stefan Mihalas

PLoS Comput. Biol., November, 2022

2021

Understanding How Encoder-Decoder Architectures Attend.

Kyle Aitken, Vinay V. Ramasesh, Yuan Cao, Niru Maheswaranathan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The geometry of integration in text classification RNNs.

Kyle Aitken, Vinay Venkatesh Ramasesh, Ankush Garg, Yuan Cao, David Sussillo, Niru Maheswaranathan

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

On the asymptotics of wide networks with polynomial activations.

Kyle Aitken, Guy Gur-Ari

CoRR, 2020