Concepedia

Shangqi Guo

SG

Statistics

Publications

10

Citations

219

H-Index

10

Active since

1996

Affiliations

Tsinghua University(Current)

Beijing Advanced Sciences and Innovation Center

Stanford University

Shangqi Guo is an author at Tsinghua University specializing in machine learning, computer science, and computing.

Publications per year

1996–2024

10

Publications

10

Hierarchical Bayesian Inference and Learning in Spiking Neural Networks

Shangqi Guo, Zhaofei Yu, Fei Deng et al. · IEEE Transactions on Cybernetics · 2017 · 36 citations

Life Sciences, Computer Science, Neuroscience +17

Adjacency Constraint for Efficient Hierarchical Reinforcement Learning

Tianren Zhang, Shangqi Guo, Tian Tan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 31 citations

Computing, Robotics Engineering, Machine Learning +12

Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning

Tianren Zhang, Shangqi Guo, Tian Tan et al. · arXiv (Cornell University) · 2020 · 29 citations · Full text

Computing, Autonomous Systems, Knowledge Representation +14

Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All

Zhaofei Yu, Shangqi Guo, Fei Deng et al. · IEEE Transactions on Cybernetics · 2018 · 27 citations · Full text

Life Sciences, Computer Science, Neuroscience +17

Generative Memory for Lifelong Learning

Xin Su, Shangqi Guo, Tian Tan et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 27 citations

Computing, Computer Science, Artificial Intelligence +11

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