Concepedia

Xiaohui Xie

XX

44

Publications

1.4K

Citations

23

H-Index

2000

Active since

Affiliations

Tsinghua University(Current)

Nanjing University of Posts and Telecommunications

University of Amsterdam

Massachusetts Institute of Technology

Amsterdam University of the Arts

Xiaohui Xie is an author at Tsinghua University specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceDeep LearningMachine LearningPattern RecognitionInformation RetrievalImage AnalysisComputer VisionMachine Vision

Publications per year

2000–2024

44

Publications

44

Equivalence of Backpropagation and Contrastive Hebbian Learning in a Layered Network

Xiaohui Xie, H. Sebastian Seung · Neural Computation · 2003 · 188 citations

Engineering, Machine Learning, Layered Network +17

Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks

Justin Werfel, Xiaohui Xie, H. Sebastian Seung · Neural Computation · 2005 · 111 citations

Engineering, Machine Learning, Network Analysis +16

Handwritten Hangul recognition using deep convolutional neural networks

Injung Kim, Xiaohui Xie · International Journal on Document Analysis and Recognition (IJDAR) · 2014 · 100 citations

Image Analysis, Engineering, Optical Character Recognition +7

Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition

Xiaohui Xie, Richard H. R. Hahnloser, H. Sebastian Seung · Neural Computation · 2002 · 76 citations

Mathematical Programming, Stable Steady State, Engineering +17

Netmamba: Efficient Network Traffic Classification Via Pre-Training Unidirectional Mamba

Tongze Wang, Xiaohui Xie, Wenduo Wang et al. · 2024 · 53 citations

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