Concept Neural Network — the very beginning

最新推荐文章于 2023-12-22 02:23:09 发布

原创最新推荐文章于 2023-12-22 02:23:09 发布 · 858 阅读

0 ·

CC 4.0 BY-SA版权

文章标签：

#Neural Network

Others 专栏收录该内容

2 篇文章

订阅专栏

本文提出了一种新的神经网络模型——概念神经网络(CNN)，它通过使用脉冲神经元网络中的多时序群来表示概念，使网络能够以类似于人类的方式理解世界。作者希望将此技术应用于实际场景并创立公司推广相关产品。

摘要生成于 C知道，由 DeepSeek-R1 满血版支持，前往体验 >

Hi everybody,

This is Haoqi Sun, a man loves neural networks deep into his heart. Here I would like to propose a new kind of neural network — Concept Neural Network (CNN). I hope that with my endless effort, CNN could be very popular and be used in real life applications. Eventually, I would like to start a company selling various of intelligent products equipped with CNNs. The ultimate goal is to make our life more intelligent. (The goal should not be changed once set, unless necessary).

A brief definition of concept (subject to change),

Concept is a learnt (recognized) class of a neural network. Concept is highly connected and hierarchical, where concrete concepts can build abstract concepts.

A brief definition of concept neural network (subject to change),

Concept neural network is one kind of spiking neural networks which use polychronous groups to represent concepts, thus making this network able to understand our world using concepts, as we are.

This is just the beginning of this fantastic story. I’ll try to explain concept neural networks gradually. Other things including network structure, learning, toolboxes and papers will follow.

This is my contact info,
Email: hockeysun86@gmail.com
Addr: Tongji University, Siping Rd No. 1239, Shanghai, China
You can find my CV in http://www.tongji.edu.cn/~qiliu/people.html

Welcome to drop a comment or email if you are also interested in this strange idea!

Best Regards,
Haoqi Sun

PS. 优快云上的文章会和我在blog.com上的文章同步更新。

blog.com上的博客地址：http://conceptnn.blog.com/