10 citations · 24 across the 9 of their papers we have counts for
9 papers
Superpositioner -- A non-logical computation model
Chuyu Xiong
We have been striving to exceed computational complexity, and in the process, we have come to realize the dilemma of classical computing, and in turn we realize that superpositione…
Exceeding Computational Complexity Trial-and-Error Dynamic Action and Intelligence
Chuyu Xiong
Computational complexity is a core theory of computer science, which dictates the degree of difficulty of computation. There are many problems with high complexity that we have to…
Sampling and Complexity of Partition Function
Chuyu Xiong
The number partition problem is a well-known problem, which is one of 21 Karp's NP-complete problems \cite{karp}. The partition function is a boolean function that is equivalent to…
Sampling and Learning for Boolean Function
Chuyu Xiong
In this article, we continue our study on universal learning machine by introducing new tools. We first discuss boolean function and boolean circuit, and we establish one set of to…
Voice-Face Cross-modal Matching and Retrieval: A Benchmark
Chuyuan Xiong, Deyuan Zhang, Tao Liu +1
Cross-modal associations between voice and face from a person can be learnt algorithmically, which can benefit a lot of applications. The problem can be defined as voice-face match…
Algebraic Expression of Subjective Spatial and Temporal Patterns
Chuyu Xiong
Universal learning machine is a theory trying to study machine learning from mathematical point of view. The outside world is reflected inside an universal learning machine accordi…
What Really is Deep Learning Doing?
Chuyu Xiong
Deep learning has achieved a great success in many areas, from computer vision to natural language processing, to game playing, and much more. Yet, what deep learning is really doi…
Descriptions of Objectives and Processes of Mechanical Learning
Chuyu Xiong
In [1], we introduced mechanical learning and proposed 2 approaches to mechanical learning. Here, we follow one such approach to well describe the objects and the processes of lear…
Discussion on Mechanical Learning and Learning Machine
Chuyu Xiong
Mechanical learning is a computing system that is based on a set of simple and fixed rules, and can learn from incoming data. A learning machine is a system that realizes mechanica…