2 citations · 2 across the 3 of their papers we have counts for
4 papers
Task-guided cross-subject latent alignment: a multi-encoder-decoder VAE
Angeliki Papathanasiou, Jascha Achterberg, Thomas E. Nichols +1
Aligning neural activity across subjects offers the promise of discovering shared computational principles and generalizable decoders. However, traditional alignment methods requir…
Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
Jack Cook, Danyal Akarca, Rui Ponte Costa +1
The brain is made up of a vast set of heterogeneous regions that dynamically organize into pathways as a function of task demands. Examples of such pathways can be found in the int…
Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle
Jens Kohl, Luisa Gloger, Rui Costa +10
As LLM-based applications reach millions of customers, ensuring their scalability and continuous quality improvement is critical for success. However, the current workflows for dev…
Dynamical similarity analysis can identify compositional dynamics developing in RNNs
Quentin Guilhot, Michał Wójcik, Jascha Achterberg +1
Methods for analyzing representations in neural systems have become a popular tool in both neuroscience and mechanistic interpretability. Having measures to compare how similar act…