Representations

Parallel hierarchical encoding of linguistic representations in the human auditory cortex and recurrent automatic speech recognition systems

• Abstract Transforming continuous acoustic speech signals into discrete linguistic meaning is a remarkable computational feat accomplished by both the human brain and modern artif

Parallel hierarchical encoding of linguistic representations in the human auditory cortex and recurrent automatic speech recognition systems

• Abstract Transforming continuous acoustic speech signals into discrete linguistic meaning is a remarkable computational feat accomplished by both the human brain and modern artif

Contextuality from Single-State Representations: An Information-Theoretic Principle for Adaptive Intelligence

• Computer Science > Artificial Intelligence [Submitted on 3 Feb 2026] Title:Contextuality from Single-State Representations: An Information-Theoretic Principle for Adaptive Intell

Guarding the Middle: Protecting Intermediate Representations in Federated Split Learning

• Computer Science > Machine Learning [Submitted on 19 Feb 2026] Title:Guarding the Middle: Protecting Intermediate Representations in Federated Split Learning View PDF HTML (exper

Language Model Representations for Efficient Few-Shot Tabular Classification

• Computer Science > Computation and Language [Submitted on 21 Jan 2026] Title:Language Model Representations for Efficient Few-Shot Tabular Classification View PDF HTML (experimen

Parallel hierarchical encoding of linguistic representations in the human auditory cortex and recurrent automatic speech recognition systems

• Nature Machine Intelligence, Published online: 17 February 2026; doi:10.1038/s42256-026-01185-0 Keshishian, Mischler et al. • report that a recurrent automatic speech recognition