Mar 5, 2021Brain vs Computer: Principles of information encodingOnce I visited a great library with many many books. Momentarily, a bitter thought came up in my mind: “ so much information and all is disconnected. Words on pages are just blobs of ink, and only inside the human mind they integrate together”. …Artificial Intelligence11 min readArtificial Intelligence11 min read
Jan 21, 2021On the Beauty of a Neuron Expressivity MatrixA biological neuron is a very powerful computational device (read here to know how much powerful). Current mathematical models like threshold, ReLU and other artificial neurons are much simpler than the real neuron. Still, we don’t fully understand even the simple ones. It took many years to realize that ReLU…Artificial Intelligence7 min readArtificial Intelligence7 min read
Published inThe Spike·Jan 7, 2021The Core Computational Principles of a NeuronTo spike or not to spike? — It is well known that a neuron is the main cell of the nervous system. It generates electrical pulses as large as 0.1Volts, has sprouts — axons (as long as 1 meter) and dendrites (several millimeters), and lives more than 100 years. You will not find another more marvelous cell…Artificial Intelligence12 min readArtificial Intelligence12 min read
Dec 22, 2020The Map of Artificial Intelligence (2020)Notice: This map is not a precise reflection of the state of the AI field, but just my subjective representation. This is my first map as of the end of 2020 and will be extended in the future. It contains more than 200 words or phrases, so to describe all…Artificial Intelligence15 min readArtificial Intelligence15 min read
Dec 22, 2020AI Territory. Content so far…AI Territory. New horizons What is Intelligence? Perspective from AI Why do we really need AI? The map of artificial intelligence (2020) The Core Computational Principles of a Neuron On the Beauty of a Neuron Expressivity Matrix Brain vs Computer: Principles of information encoding AI Territory. New horizons Do you have this feeling that we live in a fascinating time? That our future brings us crazy and marvelous discoveries…ai-territory.medium.comArtificial Intelligence1 min readArtificial Intelligence1 min read
Dec 22, 2020Why do we really need AI?Not so long ago an interesting survey was released. Some of the most influential AI scientists were asked when we could create AI with human-level intelligence. The result is compelling: 50% chance it will happen before 2050, 90% — before 2070. Of course, there were few total skeptics with the…Artificial Intelligence7 min readArtificial Intelligence7 min read
Dec 18, 2020What is Intelligence? Perspective from AIHomo sapiens strive to create artificial intelligence for at least 70 years. Someday we succeed and it will be our greatest invention. However, we still do not have a well-accepted definition of what intelligence is. Someone says it is related to the memory, how much a person knows. Or it…Artificial Intelligence10 min readArtificial Intelligence10 min read
Oct 16, 2020AI Territory. New horizonsDo you have this feeling that we live in a fascinating time? That our future brings us crazy and marvelous discoveries? That we will create artificial intelligence, uncover mysteries of the brain, overcome the biological form, maybe even in our lifetime? I have this feeling too… Or… I had. Some…Artifiicial Intelligence5 min readArtifiicial Intelligence5 min read
