14 citations · 18 across the 4 of their papers we have counts for
4 papers
AI of Brain and Cognitive Sciences: From the Perspective of First Principles
Luyao Chen, Zhiqiang Chen, Longsheng Jiang +13
Nowadays, we have witnessed the great success of AI in various applications, including image classification, game playing, protein structure analysis, language translation, and con…
Vision at A Glance: Interplay between Fine and Coarse Information Processing Pathways
Zilong Ji, Xiaolong Zou, Tiejun Huang +1
Object recognition is often viewed as a feedforward, bottom-up process in machine learning, but in real neural systems, object recognition is a complicated process which involves t…
Unsupervised Few-shot Learning via Self-supervised Training
Zilong Ji, Xiaolong Zou, Tiejun Huang +1
Learning from limited exemplars (few-shot learning) is a fundamental, unsolved problem that has been laboriously explored in the machine learning community. However, current few-sh…
Spatiotemporal Information Processing with a Reservoir Decision-making Network
Yuanyuan Mi, Xiaohan Lin, Xiaolong Zou +3
Spatiotemporal information processing is fundamental to brain functions. The present study investigates a canonic neural network model for spatiotemporal pattern recognition. Speci…