2 citations · 10 across the 23 of their papers we have counts for
8 papers · 1 filter
Analysis and Visualization of Linguistic Structures in Large Language Models: Neural Representations of Verb-Particle Constructions in BERT
Hassane Kissane, Achim Schilling, Patrick Krauss
This study investigates the internal representations of verb-particle combinations within transformer-based large language models (LLMs), specifically examining how these models ca…
Probing for Consciousness in Machines
Mathis Immertreu, Achim Schilling, Andreas Maier +1
This study explores the potential for artificial agents to develop core consciousness, as proposed by Antonio Damasio's theory of consciousness. According to Damasio, the emergence…
Nonlinear Neural Dynamics and Classification Accuracy in Reservoir Computing
Claus Metzner, Achim Schilling, Andreas Maier +1
Reservoir computing - information processing based on untrained recurrent neural networks with random connections - is expected to depend on the nonlinear properties of the neurons…
Recurrence Resonance -- Noise-Enhanced Dynamics in Recurrent Neural Networks
Claus Metzner, Achim Schilling, Andreas Maier +1
In specific motifs of three recurrently connected neurons with probabilistic response, the spontaneous information flux, defined as the mutual information between subsequent states…
Analysis of Argument Structure Constructions in the Large Language Model BERT
Pegah Ramezani, Achim Schilling, Patrick Krauss
This study investigates how BERT processes and represents Argument Structure Constructions (ASCs), extending previous LSTM analyses. Using a dataset of 2000 sentences across four A…
Analysis of Argument Structure Constructions in a Deep Recurrent Language Model
Pegah Ramezani, Achim Schilling, Patrick Krauss
Understanding how language and linguistic constructions are processed in the brain is a fundamental question in cognitive computational neuroscience. In this study, we explore the…