PLEASE GIVE THE FULL DETAILS OF THE STEPS ON EACH QUESTIONS SO I COULD FOLLOW UP

Question

PLEASE GIVE THE FULL DETAILS OF THE STEPS ON EACH QUESTIONS SO I COULD FOLLOW UP YOUR WHOLE EXPLANATIONS.

PLEASE WRITE THE STEPS ON SOLVING THIS EXAMPLE

EX) STEP 1, STEP 2, ETC

HANDWRITING IS OKAY AS LONG AS IT IS READABLE.

IF YOU HAVE USED THE EQUATIONS OR CONCEPTS, PLEASE STATE IT CLEARLY WHICH ONE YOU HAVE YOU USED SO I COULD FULLY UNDERSTAND THE DETAILS OF THE STEPS YOU HAVE DONE.

PLEASE DO NOT OMIT THE DETAILS OF STEPS AND CONCEPTS YOU HAVE USED, CLEARLY STATE IT!!

WHAT IS A NEURAL SYSTEM?

WHAT ARE THE CHALLENGES IN NEURAL SYSTEM?

WHAT ARE THE PROJECTS THAT CAN BE DONE WITHIN NEURAL SYSTEM?

WHAT WOULD BE THE NECESSARY TOOLS AND THEORIES AND CONCEPT YOU NEED TO DO THE PROJECTS?

Explanation / Answer

Neural network is referred as a artificial neural networks, which is inspired by human neuron. Which progressively improves performance of system by taking examples. It contains set of examples which is used to recognise particular things, e.g. system can learn to recognise dog by taking images of dog.

There are some challenges such as robustness of the system, system is not robust, system is not transparent, it requires more than tens of neurons. To identify or recognise any object it takes thousands of examples, Complex structure is of the system.

As neural networks work on test example which is used to detect objects. Some of the project, which can use neural networks is, face recognition, machine translation, object detection, language modeling gesture recognition, stock market prediction sells forecasting Risk management etc.

As neural networks uses data which consists of all prediction i.e all data which is essential to detect, predict outcomes. It is used to precision prediction without any algorithm, no formula required. Therefore it requires understanding of that particular object, because without knowing throughly about that object outcome may give error. Some useful neural networks simulator are Stuttgart neural networks simulator, Emergent and neural Lab etc.

Related Questions

Navigate

• Browse (All)
• Browse P
• Subjects

Integrity-first tutoring: explanations and feedback only — we do not complete graded work. Learn more.