詳情
識別號
stcompfyp:126
題名
On solving the local minimum problem in feed forward neural networks
作品類型
Final Year Project/Work
系列 / 集 / 庫
S&T Best Computing Projects
創建者
Tse, Hau Ting Eric 謝效庭 (creator)
Ng, Sin Chun Vanessa 吳倩珍 (supervisor)
學院 / 部門
School of Science and Technology (S&T) 
課程
Bachelor of Computing with Honours in Internet Technology
日期
2011
摘要
The aim of this project is to investigate the local minimum problem in neural network and to design an algorithm to solve the problem.
資料類型
PDF
語言
English
資料描述
3 pages.
獎項
Champion (undergraduate section), Student Paper Contest, 2011 (IEEE(HK), Institute of Electrical and Electronics Engineers Hong Kong Section)
關鍵字
neural networks; algorithms; output monitoring and modification; meta training; Magnified gradient function (MGF); Resilient propagation (Rprop); Quickprop 
存取限制
Public Access
固定連結