Publications

Federico Adolfi, Martina G. Vilas, Todd Wareham (2024). The Computational Complexity of Circuit Discovery for Inner Interpretability. Arxiv.

Martina G Vilas, Federico Adolfi, David Poeppel, Gemma Roig (2024). An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience. ICML.

Federico Adolfi, Martina G Vilas, Todd Wareham (2024). Complexity-theoretic limits on ANN reverse-engineering. Annual Meeting of the Cognitive Science Society 2024.

Federico Adolfi, Laura van de Braak, Marieke Woensdregt (2024). From Empirical Problem-Solving to Theoretical Problem-Finding Perspectives on the Cognitive Sciences. Computational Brain & Behavior.

Federico Adolfi, Jeffrey Bowers, David Poeppel (2023). Successes and critical failures of neural networks in capturing human-like speech recognition. Neural Networks.

Federico Adolfi, Todd Wareham, Iris van Rooij (2022). A Computational Complexity Perspective on Segmentation as a Cognitive Subcomputation. Topics in Cognitive Science.

David Poeppel, Federico Adolfi (2020). Against the Epistemological Primacy of the Hardware. eNeuro.