Two Layer Artificial Neural Networks:

However decision trees are whenever powerful they are as a simple representation scheme. Whereas graphical on the surface that they can be seen as disjunctions of conjunctions then are a logical representation so we call such schemes symbolic representations. Generally in this lecture here we look at non-symbolic representation scheme that's known as ‘Artificial Neural Networks'. However this type term is often shortened to ‘Neural Networks' so hence this annoys neuro-biologists whom deal with such real neural networks as inside our human heads.

However remember there that ANNs have a biological motivation then we briefly look at that first. If there, we look in detail at how information is represented in ANNs and we look at the simplest type of network so then two layer networks are there. Surely we look at perceptrons and linear units then discuss the limitations that is so simple networks have. Thus in the next lecture here we discuss the back-propagation algorithm and multi-layer network for learning such networks.

Posted Date: 1/10/2013 7:40:38 AM | Location : United States

Ask an Expert

Related Discussions:- Two layer artificial neural networks, Assignment Help, Ask Question on Two layer artificial neural networks, Get Answer, Expert's Help, Two layer artificial neural networks Discussions

Write discussion on Two layer artificial neural networks
Your posts are moderated

Write your message here..

Related Questions

What is cts and cls, What is CTS and CLS? CLS stands for common langua... What is CTS and CLS? CLS stands for common language specification CTS stands for common type system.

Explain priority encoder with an example, Explain Priority encoder with an ... Explain Priority encoder with an example. Ans. Priority encoder- Basically an encoder is a combinational circuit which performs the inverse operation of a decoder. The inp

Advantage of wrapping database calls into mts transactions, Advantage of wr... Advantage of wrapping database calls into MTS transaction If database calls are complete within the context of a transaction, aborting the transaction will undo and changes that

Explain what is the difference among isr & function call, In ISR there is n... In ISR there is no return value but in function call there is return value

What is replacement algorithm, What is replacement algorithm? When the ... What is replacement algorithm? When the cache is full and a memory word that is not in the cache is referenced, the cache control hardware must decide which block should be del

State about the firewalls - intranet, Firewalls While getting one fire... Firewalls While getting one firewall for the company's Intranet it should be well known that firewalls come in both hardware and software forms, and that even though all firew

Two ways of producing a list within a transaction, What are the two ways of... What are the two ways of producing a list within a transaction? By submitting a separate report. By using leave to list-processing.

Explain direct broadcast & limited broadcast, Explain Direct broadcast & li... Explain Direct broadcast & limited broadcast. Broadcast is a method to send a packet to all the stat ions on an exact network at once. Broadcast systems permit the possibility

Variable ordering - forward checking, Variable ordering - Forward checking:... Variable ordering - Forward checking: Hence this is different from variable ordering in two important ways as:  Whether this is a dead end when we will end up visiting a

Cheques vs credit cards, Cheques vs Credit Cards       E-cheques:  E-ch... Cheques vs Credit Cards       E-cheques:  E-cheques are used for business dealing in e-commerce.  Transactions of these cheques take place on Internet. In this system the elect