Our Mission: To design better performing intelligent machines
BEL Research is an independent, private, US-based research firm specialized in developing new computational models to enhance the performance of intelligent machines. These machines have various real life applications from image recognition to medical diagnosis, from control engineering to prediction models. One of our main intelligent algorithms is based on emotional learning process in mammalian brain.
Our Approach: Emotion-Inspired Computational Models
Computational models of emotional learning, which are computer-based models, have been developed to represent the associative learning aspect of emotional processing. From the application perspective, they can be categorized into three groups: emotion-based decision-making model, emotion-based controller, and emotion-based machine-learning approaches.
We use models developed based on how emotions are processed in mammalian brains. We use novel computational models to build intelligent machines. What makes us different is that our machines are designed in such a way that they are not only rational, but also emotional.These computational models have been shown to predict non-linearity and chaos, better than many traditional artificial intelligence models.
How to build more intelligent machines? The answer is in the emotions…
So far, it’s safe to say that humans are smarter than machines, although Watson beats humans in various tasks. How about other applications, i.e. in market prediction? Can machines be better in investing than a seasoned investment banker or a hedge fund manager? The answer is YES! Financial markets are unpredictable and nonlinear. The best performing hedge fund in terms of return on investment in the last few years is Renaissance Capital that uses algorithmic trading. Do they have information that small investors don’t have? Hmmmm… probably YES! Now the question is if with fair play, a machine developed by a company outside of the establishment be better than those from Wall Street, and humans? That’s where we come in, and we want to play the game fair and square. We are specialized in theoretical science behind new prediction models. These prediction are commonly used in Wall Street to trade different assets. We don’t do any trading and we don’t have a super computer. We don’t have an office close to NASDAQ or NYSE to be closer to the data for high frequency trading. We don’t use high frequency trading. We simply theorize about better predicting models, based on years of trials and errors, and we’re using emotional machines. They are faster, more reliable and better performing than those millions of lines of codes… End of statement!
Meet the Team
We’re a team of humans and super-human beings: We have help from machines and extraterrestrials too! How else do you think we’re able to build better machines than those of big banks and rich hedge funds?
Seriously speaking, we are a team of researchers, programmers, engineers, physicists, mathematicians and data scientists in The United States, Canada and LATAM. The team is under leadership of Nima Schei, MD., a visionary entrepreneur with diverse background in computational intelligence, mathematics, neuroscience, medicine and investment. Our main office is in Miami, Florida.
contact us through EMAIL, again, no phone, no fax, no mail, no stone, no smoke, no text, no nothing, just email please! It’s BELEMnetworks@gmail.com.