Ryan Singh

According to our database, Ryan Singh authored at least 7 papers between 2023 and 2024.

Collaborative distances:

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

2024

JPC: Flexible Inference for Predictive Coding Networks in JAX.

Francesco Innocenti, Paul F. Kinghorn, Will Yun-Farmbrough, Miguel De Llanza Varona, Ryan Singh, Christopher L. Buckley

CoRR, 2024

Hybrid Recurrent Models Support Emergent Descriptions for Hierarchical Planning and Control.

Poppy Collis, Ryan Singh, Paul F. Kinghorn, Christopher L. Buckley

CoRR, 2024

Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?

Francesco Innocenti, El Mehdi Achour, Ryan Singh, Christopher L. Buckley

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning in Hybrid Active Inference Models.

Poppy Collis, Ryan Singh, Paul F. Kinghorn, Christopher L. Buckley

Proceedings of the Active Inference - 5th International Workshop, 2024

2023

Understanding Predictive Coding as an Adaptive Trust-Region Method.

Francesco Innocenti, Ryan Singh, Christopher L. Buckley

CoRR, 2023

Attention: Marginal Probability is All You Need?

Ryan Singh, Christopher L. Buckley

CoRR, 2023

Attention as Implicit Structural Inference.

Ryan Singh, Christopher L. Buckley

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023