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Kako pomembna je umetna inteligenca!



Kako pomembna je umetna inteligenca!


Časnik Newyork Times je objavil prispevek v katerem napoveduje, da bo Evropska komisija v ponedeljek, 4. februarja dodelila približno 2 milijadri evrov sredstev za raziskovalne namene. Polovica teh sredstev bo namenjeno za posnemanje delovanja možganov (umetna inteligenca), druga polovica pa za raziskave grafena (nanotehnologija). Gre za največja podeljena sredstva evropskih oblasti doslej, njihov namen je vzpodbuda inovativni industriji v EU in bližnji okolici.  
S tem naj bi se ohranila znanstvena odličnost Evrope. Sredstva bodo pritekala naslednjih deset let, prispevale pa jih bodo vlade, razna podjetja in univerze. Posamezni projekti bodo dobili 54M€. O podrobnostih bo odločeno v prihodnjih mesecih.

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Bipropagation demo in TensorFlow

Bipropagation is a new Deep Learning algorithm. It is much faster and much more reliable than Backpropagation. Here is the demo from the  ResearchGate and GitHub. Inner layers of the Neural Network have not hidden anymore. Learning is done layer by layer with much fewer iterations. Please cite me in your work.


Click the G+button if you like this demo. Any comments are desirable.

A new Deep Learning Algorithm: One-Step Method

We are living in the AI era where progress is faster and faster each and every single day. Here is another one discovery in this field: One Step Method, a new machine learning algorithm which can do many things, amongst other can replace digital circuits with neurons, can find the even better construction of neural network than Border Pairs Method. More you can find in the 3rd chapter of our book: Machine Learning: Advances in Research and Applications from Nova Science Publishers.




This new algorithm is also suitable for Deep Learning in combination with other methods like convolutional learning, bipropagation, border pairs method, autoencoder and others.

Three new Deep Learning Algorithms at IBM Developers Unconference 2018

I have been an invited speaker at "IBM developers conference 2018" and at "IBM research lab" which is both located in Zurich (Switzerland, Europe) where I have presented three new Deep Learning Algorithms (click to view).  One of them (Border Pairs Method) has 11 advantages over the famous Backpropagation. The audience was large, the response was good and was followed by a lively debate.