Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework. - H. Francis Song; Guangyu R. Yang; Xiao-Jing Wang (PLoS Comput. Biol., 2016)

A Dataset and Architecture for Visual Reasoning with a Working Memory. - Guangyu Robert Yang; Igor Ganichev; Xiao-Jing Wang; Jonathon Shlens; David Sussillo (ECCV (10), 2018)

Artificial neural networks for neuroscientists: A primer. - Guangyu Robert Yang; Xiao-Jing Wang (CoRR, 2020)

Biological key-value memory networks. - Danil Tyulmankov; Ching Fang; Annapurna Vadaparty; Guangyu Robert Yang (NeurIPS, 2021)

Biological learning in key-value memory networks. - Danil Tyulmankov; Ching Fang; Annapurna Vadaparty; Guangyu Robert Yang (CoRR, 2021)

Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes. - Aran Nayebi; Rishi Rajalingham; Mehrdad Jazayeri; Guangyu Robert Yang (NeurIPS, 2023)

Dual policy as self-model for planning. - Jaesung Yoo; Fernanda De La Torre; Guangyu Robert Yang (CoRR, 2023)

Lyfe Agents: Generative agents for low-cost real-time social interactions. - Zhao Kaiya; Michelangelo Naim; Jovana Kondic; Manuel Cortes; Jiaxin Ge; Shuying Luo; Guangyu Robert Yang; Andrew Ahn (CoRR, 2023)

Gradient-based inference of abstract task representations for generalization in neural networks. - Ali Hummos; Felipe del Río; Brabeeba Mien Wang; Julio Hurtado; Cristian Buc Calderon; Guangyu Robert Yang (CoRR, 2024)

A Framework for Standardizing Similarity Measures in a Rapidly Evolving Field. - Nathan Cloos; Guangyu Robert Yang; Christopher J. Cueva (CoRR, 2024)

Project Sid: Many-agent simulations toward AI civilization. - Altera. AL; Andrew Ahn; Nic Becker; Stephanie Carroll; Nico Christie; Manuel Cortes; Arda Demirci; Melissa Du; Frankie Li; Shuying Luo; Peter Y. Wang; Mathew Willows; et al. (CoRR, 2024)

Differentiable Optimization of Similarity Scores Between Models and Brains. - Nathan Cloos; Moufan Li; Markus Siegel; Scott L. Brincat; Earl K. Miller; Guangyu Robert Yang; Christopher J. Cueva (ICLR, 2025)

Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example. - Yuhan Helena Liu; Guangyu Robert Yang; Christopher J. Cueva (CoRR, 2025)