5 papers
The Umwelt Representation Hypothesis: Rethinking Universality
Victoria Bosch, Rowan Sommers, Adrien Doerig +1
Recent studies reveal striking representational alignment between artificial neural networks (ANNs) and biological brains, leading to proposals that all sufficiently capable system…
Brain-language fusion enables interactive neural readout and in-silico experimentation
Victoria Bosch, Daniel Anthes, Adrien Doerig +3
Large language models (LLMs) have revolutionized human-machine interaction, and have been extended by embedding diverse modalities such as images into a shared language space. Yet,…
Predicting upcoming visual features during eye movements yields scene representations aligned with human visual cortex
Sushrut Thorat, Adrien Doerig, Alexander Kroner +2
Scenes are complex, yet structured collections of parts, including objects and surfaces, that exhibit spatial and semantic relations to one another. An effective visual system ther…
Representations in vision and language converge in a shared, multidimensional space of perceived similarities
Katerina Marie Simkova, Adrien Doerig, Clayton Hickey +1
Humans can effortlessly describe what they see, yet establishing a shared representational format between vision and language remains a significant challenge. Emerging evidence sug…
Neurophenomenal Structuralism and the Role of Computational Context
Marlo PaÃler, Adrien Doerig
Neurophenomenal structuralism posits that conscious experiences are defined relationally and that their phenomenal structures are mirrored by neural structures. While this approach…