Validation of AI model
İDuyKy Nguyen, PhD EE @unitethc.com
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DuyKy Nguyen posted on Linked In on 2024-10-21
Dear my LI fellow
First and foremost Ihave no idea why this post appear with the
mileading title "new proposal of sinplified stucture of AI system"!!??
I also done such work and do have such document
but not ready to post as it may cause some unwanted impact on AI
community Just want more time to validate my new structure It is realy
embarrassing if the new structure with bad fearure as the current one
??!! God bless USA and bless me to find new structure along with new
training algorithm done in eye blink with hidden layer of 4 millions
Nodes[ no Activate function per its ZERO deivative as analized in the
document] the training done in 0.87 second I did try with 4 billion but
Octave outof memory on my w7-64 bit with 32 G RAM !!??
So I'm more than willing to release new such structure to US AI
authority for the sake of USA competitiveness in AI hopefully to make
sure USA in the forefront of AI development for national interest
As a serious Control professional where system identification and
validation sis the very first task required to be done this working
attitude in my blood in very long time
I'm glad to have done some kind of this kind of task for AI system
based on my limit calculus background
To the best of my knowledge It probably the very first work in this
trend Hopefully it start new wave of action in this trend rather just
taking for grant and start something seriously on something not
validated yet . It's not professional at all in doing so I truely do
offer my sincere apology if I may hurt feeling of somebody in any way
But if I were not then I feel guilty to my self and also the next
generation
so I have 3 articles for this purpose to get around so many LI rpost
estrictions I have to to put put on my personal page hopefully it's
understandable
https://lnkd.in/g9ivrGBv Math_of_AI dkn_optimiz04 Octave Programming
Calculus My Calculus
https://lnkd.in/grDCK5Sy
https://lnkd.in/gEYz2ygn
https://lnkd.in/gPegnCnb
Octave programming should be read first as a tool to have some kind of
simulation for fun
Also have my note on calculus it is very old stuff but nobody care to
simplify
But I found some college student painfully struggling with it so I
wrote this note
https://lnkd.in/gkHg5Xau
Absolutely nothing new but comprehensive, painless and compact
presented in an unified way from limit to derivative up to Laplace
transform to solve differential equation but no integral to compute
volume and the such this can be easily using numerical method on Octave
That's why I'm now 70 retired after 2 strokes and not fully recovered
but keep study new stuff
Sincerely appreciate if I got your help in showing your successful AI
training using Activate function
I've been quite aware it work with such function
But all sudden I failed using it in my simulation of training and found
the root cause is its ZERO derivative