Umetna inteligenca od ideje do praktičnih rešitev

Rezultat iskanja slik za elektrotehniška revija

Pred kratkim sem dobil od urednika Elektrotehniške revije, g. Ervina Sršena, vabilo za objavo članka, ki se nanaša na moje raziskovalno področje - umetno inteligenco. Takšna čast te ne doleti vsak dan, zato sem se z veseljem odzval in se lotil pisanja. Z urednikom sva se dogovorila, da bo članek obsegal več nadaljevanj. Prvo nadaljevanje govori o umetni inteligenci na splošno. Drugo nadaljevane govori o odločitvenih drevesih . V tretjem nadaljevanju so predstavljene nevronske mreže, v četrtem pa mehki asociativni pomnilnik. Nedavnoje izšlo še eno nadaljevanje o genetskih algoritmih. Dragi bralec zanima me tvoje mnenje, ki ga lahko podaš v komentarju spodaj. Hvala.

Komentarji

Priljubljene objave iz tega spletnega dnevnika

Artificial intelligence

Artificial intelligence (AI) is a relatively young branch of science that stirs the imagination of many. Even movie directors from hollywood are not exceptions. Development in AI area is very fast and there is no indication that this will change soon. I still remember my first contact with learning devices. This happend at the end of the last millennium when I realized neural networks (NN). They have immediately attracted my attention, because such devices were not known till then. NN are made along the lines of mammalian brain. During the learning NN extract the essence from the data. After the learning we can ask NN questions. It gives us the right answers even to questions that during learning did not participate. NN learns autonomously and therefore may exceed the teacher's (poeple's) knowledge. Here are some important achievements of artificial intelligence: A couple of years ago the co...

Preberite več

Bionika, zanimiv poklic prihodnosti

Živimo v času, ko se znanje ustvarja in širi vedno hitreje in temu trendu se pridružujemo tudi izobraževalne ustanove. Ponudba smeri in stopenj izobraževalnih programov se vsako leto povečuje in med novimi programi prevladujejo interdisciplinarni. To ustreza manjšim podjetjem, ki so bolj prožna in odzivna in se zato lahko bolje znajdejo v tem gospodarsko razburkanem času. V malih podjetjih namreč ni prostora za množico ozko usmerjenih strokovnjakov, v prednosti so kadri z interdisciplinarno širino, ki jo omogočata mehatronika in predvsem bionika . Na višji strokovni šoli na Ptuju smo že pred časom zaznali piš tega novega vetra in začeli prikrojevati naša jadra. Prvi korak v to smer je bil program Mehatronika , ki smo ga razvili pred približno desetletjem in povezuje med seboj več tehniških strok. Predvsem so to elektrotehnika, računalništvo in strojništvo. Trg delovne sile je potrdil našo vizijo saj se naši diplomanti uspešno zaposlujejo tako v Sloven...

Preberite več

Beyond Backpropagation

Gartner is predicting a very bright near future for the "Machine learning". 2015 was a peak year of inflated expectations, now, in 2016 is following period of disillusionment and in 2017 should be reached the plateau of productivity. Elsewhere this process usually last for 10 years. One kind of the most popular modern "machine learning" is named "Deep Learning" what is another name for neural networks with little bit more layers and perhaps even with a convolution and/or recursion. The learning of this kinds networks was until now usually based on gradient descent, on slow, iterative, non-reliable process named Backpropagation . That kind of learning is very demanding and extensive. On plain computer can last for hours or even many days and is often unsuccessful concluded. Recently are appeared two algorithms that significantly improve this kind of machine learning: " Bipropagation " and " Border pairs method ". Bipropagat...

Preberite več

ARTIFICIAL INTELLIGENCE

Preišči ta spletni dnevnik