#9 AI Training & Back Propagation
AI Training & Back Propagation - In order to use a Digital Neural Network, we need to train it. In…
#8 - AI Forward Propagation
AI Forward Propagation - AI Neural networks mimic the neural network of the brain. In this paper we present what…
#7 - Artificial Intelligence : Architecture: Neural Network Design
Artificial Intelligence : Architecture: Neural Network Design - AI Neural networks mimic the neural network of the brain. Once the…
#6 - Artificial Intelligence: Digital Neural Network Architecture
Neural Network Architecture - AI Neural Networks mimic the neural network of the brain. But how do build a digital…
#5 - AI: Neural Network Principles – from Biology to Digital
AI: From Biology to Digital. AI Neural networks mimic the neural network of the brain. What are the principles driving…
#4 - AI & Mathematics: Differential Calculus
AI & Mathematics: Differential Calculus - We explore the mathematical marvels used in AI to create systems that can “predict”…
#3 - Artificial Intelligence & Mathematics: Algebra
AI Mathematics Algebra - Algebra is an essential mathematical enhancer for AI. It allows to represent the real world in…
The Most Difficult Language in Europe
A short article about Hungarian, considered the most difficult language in Europe.
Quote 9 : Minority of one
"Being a minority, even a minority of one, does not make you mad." George Orwell
Quote 8 : What Customers Really Want
"We must learn what customers really want, not what they say they want, not what we think they should want."…
Myths and Truth About Agile in Custom Software Development
Myths and Truth About Agile in Custom Software Development
Quote 7 : Good to Great
"Indeed, one of the crucial element in taking a company from good to great is somewhat paradoxical. You need executives,…
Defining the Scope of a Custom Software Development Project
Defining the Scope of a Custom Software Development Project - Capturing the Requirements is about writing down in word what…
Quote 6: Improvement is a Change
"Any improvement is a Change. Not every change is an improvement but certainly every improvement is a change." Eliyahu M.…
Software Requirements for Non-Technical Managers
Software Requirements for Non-Technical Managers - Capturing the Requirements is about writing down in word what people have in their…
#2 - Artificial Intelligence Origins
Artificial Intelligence Origins: If it almost never is possible and usually unfair to associate a crucial human event to only…
Quote 5: Modelling
"Without modelling, we might think we are learning to think holistically when we are actually learning to jump to conclusions."…
Quote 4: Bad Idea
"Both ideas and execution are important. There is no effect time way to implement a bad idea." Ronald J. Baker
#1 - The Hunt for Artificial Intelligence
The Hunt for Artificial Intelligence - AI is everywhere! There is not an industry, a service, a product that does…
AI
#9 AI Training & Back Propagation
AI Training & Back Propagation – In order to use a Digital Neural Network, we need to train it. In this paper we present how we can “train” one using supervised training and backpropagation. By comparing the model’s output with the value that we know to be correct, we can tune the parameters and make it solve the problem at hand.
Sylvain LIÈGE PhD.
March 25, 2025
AI
#8 – AI Forward Propagation
AI Forward Propagation – AI Neural networks mimic the neural network of the brain. In this paper we present what is happening inside a digital neural network from data entry to result. We study the various mathematical steps in their simplest format to allow global understanding of the inside mechanisms. The end-to-end process is called Forward Propagation.
Sylvain LIÈGE PhD.
March 19, 2025
AI
#7 – Artificial Intelligence : Architecture: Neural Network Design
Artificial Intelligence : Architecture: Neural Network Design – AI Neural networks mimic the neural network of the brain. Once the technical architecture has been built, how does each component work? We present the various mathematical component in action.
Sylvain LIÈGE PhD.
March 10, 2025
AI
#6 – Artificial Intelligence: Digital Neural Network Architecture
Neural Network Architecture – AI Neural Networks mimic the neural network of the brain. But how do build a digital neural network? What is its architecture? We present the basic component of such technical solution.
Sylvain LIÈGE PhD.
March 3, 2025
AI
#5 – AI: Neural Network Principles – from Biology to Digital
AI: From Biology to Digital.
AI Neural networks mimic the neural network of the brain. What are the principles driving a neural network? How did we look at biology to create the most powerful “machines” ever created?
Sylvain LIÈGE PhD.
February 25, 2025
AI
#4 – AI & Mathematics: Differential Calculus
AI & Mathematics: Differential Calculus – We explore the mathematical marvels used in AI to create systems that can “predict” the future.
Sylvain LIÈGE PhD.
February 19, 2025
#9 AI Training & Back Propagation
AI Training & Back Propagation - In order to use a Digital Neural Network, we need to train it. In this paper we present how we can “train” one using supervised training and backpropagation. By comparing the model’s output with…
#8 - AI Forward Propagation
AI Forward Propagation - AI Neural networks mimic the neural network of the brain. In this paper we present what is happening inside a digital neural network from data entry to result. We study the various mathematical steps in their…
#7 - Artificial Intelligence : Architecture: Neural Network Design
Artificial Intelligence : Architecture: Neural Network Design - AI Neural networks mimic the neural network of the brain. Once the technical architecture has been built, how does each component work? We present the various mathematical component in action.
#6 - Artificial Intelligence: Digital Neural Network Architecture
Neural Network Architecture - AI Neural Networks mimic the neural network of the brain. But how do build a digital neural network? What is its architecture? We present the basic component of such technical solution.
#5 - AI: Neural Network Principles – from Biology to Digital
AI: From Biology to Digital. AI Neural networks mimic the neural network of the brain. What are the principles driving a neural network? How did we look at biology to create the most powerful “machines” ever created?
#4 - AI & Mathematics: Differential Calculus
AI & Mathematics: Differential Calculus - We explore the mathematical marvels used in AI to create systems that can “predict” the future.
#3 - Artificial Intelligence & Mathematics: Algebra
AI Mathematics Algebra - Algebra is an essential mathematical enhancer for AI. It allows to represent the real world in mathematical structures that can be easily manipulated by the computer.
The Most Difficult Language in Europe
A short article about Hungarian, considered the most difficult language in Europe.
Quote 9 : Minority of one
"Being a minority, even a minority of one, does not make you mad." George Orwell
Quote 8 : What Customers Really Want
"We must learn what customers really want, not what they say they want, not what we think they should want." Eric Ries
Myths and Truth About Agile in Custom Software Development
Myths and Truth About Agile in Custom Software Development
Quote 7 : Good to Great
"Indeed, one of the crucial element in taking a company from good to great is somewhat paradoxical. You need executives, on the one hand, who argue and debate -sometimes violently- in pursuit of best answers, yet, on the other hand,…
Defining the Scope of a Custom Software Development Project
Defining the Scope of a Custom Software Development Project - Capturing the Requirements is about writing down in word what people have in their mind.
Quote 6: Improvement is a Change
"Any improvement is a Change. Not every change is an improvement but certainly every improvement is a change." Eliyahu M. Goldratt
Software Requirements for Non-Technical Managers
Software Requirements for Non-Technical Managers - Capturing the Requirements is about writing down in word what people have in their mind.
#2 - Artificial Intelligence Origins
Artificial Intelligence Origins: If it almost never is possible and usually unfair to associate a crucial human event to only one person, it is also impossible to not name the Great Alan Turing when we think about AI.
Quote 5: Modelling
"Without modelling, we might think we are learning to think holistically when we are actually learning to jump to conclusions." Peter M. Senge
Quote 4: Bad Idea
"Both ideas and execution are important. There is no effect time way to implement a bad idea." Ronald J. Baker
#1 - The Hunt for Artificial Intelligence
The Hunt for Artificial Intelligence - AI is everywhere! There is not an industry, a service, a product that does not advertise its AI capabilities.
Quote 3: Probabilities
Probabilities - "One winter night during one of the many German air raids on Moscow in World War II, a distinguished Soviet professor of statistics showed up in his local air-raid shelter. He had never appeared there before. "There are…
Software Architecture Explained for Non-Technical Managers
Software Architecture Explained for Non-Technical Managers - The software architecture is the master plan that combines the general software and hardware solutions to achieve the goals in respect of the global constraints.
Quote 2: Changing Ideas
"The most effective way of changing ideas is not from outside by conflict but from within by the insight rearrangement of available information." Edward de Bono
Quote 1: Time Pressure
"People under time pressure don't work better; they just work faster." Tom DeMarco
Software Development Best Practices: Polymorphism
Polymorphism is a cornerstone of Object oriented Programming (OOP). Without mastering this concept, it is very hard to produce any quality code that will be resilient and easily testable. This paper presents this concept with an example on how to…