Sofroniew, Nicholas J.

Simulating 500 million years of evolution with a language model

Hayes, T., Rao, R., Akin, H., Sofroniew, N. J., Oktay, D., Lin, Z., Verkuil, R., Tran, V. Q., Deaton, J., Wiggert, M., et al. (2025) · Science

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 937

Mapping brain activity at scale with cluster computing

Freeman, J., Vladimirov, N., Kawashima, T., Mu, Y., Sofroniew, N. J., Bennett, D. V., Rosen, J., Yang, C.-T., Looger, L. L., & Ahrens, M. B. (2014) · Nature Methods

Cell Image Analysis TechniquesNeural dynamics and brain function

Cited by 299

Natural whisker-guided behavior by head-fixed mice in tactile virtual reality

Sofroniew, N. J., Cohen, J. D., Lee, A. K., & Svoboda, K. (2014) · The Journal of Neuroscience

Tactile and Sensory InteractionsMotor Control and Adaptation

Cited by 165

Verbalizable Representations Form a Global Workspace in Language Models

Gurnee, W., Sofroniew, N., Pearce, A., Piotrowski, M., Kauvar, I., Chen, R., Soligo, A., Bogdan, P., Ong, E., Wang, R., et al. (2026) · arXiv

Explainable Artificial Intelligence (XAI)Philosophy and Theoretical Science

Cited by 1