Artificial Intelligence

1811 Submissions

[12] viXra:1811.0192 [pdf] submitted on 2018-11-12 10:00:53

Nanoscale Robotic Systems

Authors: George Rajna
Comments: 32 Pages.

A single-molecule DNA “navigator” that can successfully find its way out of a maze constructed on a 2D DNA origami platform might be used in artificial intelligence applications as well as in biomolecular assembly, sensing, DNA-driven computation and molecular information and storage. [20] The way DNA folds largely determines which genes are read out. John van Noort and his group have quantified how easily rolled-up DNA parts stack. [19]
Category: Artificial Intelligence

[11] viXra:1811.0191 [pdf] submitted on 2018-11-12 10:16:10

Refutation of Three Phase, All Reduce Algorithm Across Processing Units for Scalable Deep Learning

Authors: Colin James III
Comments: 2 Pages. © Copyright 2018 by Colin James III All rights reserved. Respond to the author by email at: info@ersatz-systems dot com.

A three-phase algorithm to do an all-reduce across all GPUs is not tautologous and refuted.
Category: Artificial Intelligence

[10] viXra:1811.0189 [pdf] submitted on 2018-11-12 10:43:34

Big Data Predict the Future

Authors: George Rajna
Comments: 75 Pages.

When building a predictive model, reliable results depend on two issues: the number of variables that come into play and the number of examples entered into the system. [46] A new computational approach that allows the identification of molecular alterations associated with prognosis and resistance to therapy of different types of cancer was developed by the research group led by Nuno Barbosa Morais at Instituto de Medicina Molecular João Lobo Antunes (iMM; Portugal). [45] A discovery by scientists at UC Riverside may open up new ways to control steroid hormone-mediated processes, including growth and development in insects, and sexual maturation, immunity, and cancer progression in humans. [44] New 3-D maps of water distribution during cellular membrane fusion are accelerating scientific understanding of cell development, which could lead to new treatments for diseases associated with cell fusion. [43] Thanks to the invention of a technique called super-resolution fluorescence microscopy, it has recently become possible to view even the smaller parts of a living cell. [42] A new instrument lets researchers use multiple laser beams and a microscope to trap and move cells and then analyze them in real-time with a sensitive analysis technique known as Raman spectroscopy. [41] All systems are go for launch in November of NASA's Global Ecosystem Dynamics Investigation (GEDI) mission, which will use high-resolution laser ranging to study Earth's forests and topography from the International Space Station (ISS). [40] Scientists from the Max Born Institute for Nonlinear Optics and Short Pulse Spectroscopy (MBI) in Berlin combined state-of-the-art experiments and numerical simulations to test a fundamental assumption underlying strong-field physics. [39] Femtosecond lasers are capable of processing any solid material with high quality and high precision using their ultrafast and ultra-intense characteristics. [38] To create the flying microlaser, the researchers launched laser light into a water-filled hollow core fiber to optically trap the microparticle. Like the materials used to make traditional lasers, the microparticle incorporates a gain medium. [37]
Category: Artificial Intelligence

[9] viXra:1811.0182 [pdf] submitted on 2018-11-11 10:01:02

Fast, Accurate AI Training

Authors: George Rajna
Comments: 45 Pages.

Researchers at Hong Kong Baptist University (HKBU) have partnered with a team from Tencent Machine Learning to create a new technique for training artificial intelligence (AI) machines faster than ever before while maintaining accuracy. [27]
Category: Artificial Intelligence

[8] viXra:1811.0150 [pdf] submitted on 2018-11-09 11:09:17

AI Window into Mental Health

Authors: George Rajna
Comments: 44 Pages.

In January 2017, IBM made the bold statement that within five years, health professionals could apply AI to better understand how words and speech paint a clear window into our mental health. [26] Dating apps are using artificial intelligence to suggest where to go on a first date, recommend what to say and even find a partner who looks like your favourite celebrity. [25] The New York Times contacted IBM Research in late September asking for our help to use AI in a clever way to create art for the coming special section on AI. [24] Granting human rights to a computer would degrade human dignity. [23] IBM researchers are developing a new computer architecture, better equipped to handle increased data loads from artificial intelligence. [22] A computer built to mimic the brain's neural networks produces similar results to that of the best brain-simulation supercomputer software currently used for neural-signaling research, finds a new study published in the open-access journal Frontiers in Neuroscience. [21] The possibility of cognitive nuclear-spin processing came to Fisher in part through studies performed in the 1980s that reported a remarkable lithium isotope dependence on the behavior of mother rats. [20]
Category: Artificial Intelligence

[7] viXra:1811.0142 [pdf] submitted on 2018-11-08 07:27:34

AI Help Search for Love

Authors: George Rajna
Comments: 42 Pages.

Dating apps are using artificial intelligence to suggest where to go on a first date, recommend what to say and even find a partner who looks like your favourite celebrity. [25] The New York Times contacted IBM Research in late September asking for our help to use AI in a clever way to create art for the coming special section on AI. [24] Granting human rights to a computer would degrade human dignity. [23] IBM researchers are developing a new computer architecture, better equipped to handle increased data loads from artificial intelligence. [22] A computer built to mimic the brain's neural networks produces similar results to that of the best brain-simulation supercomputer software currently used for neural-signaling research, finds a new study published in the open-access journal Frontiers in Neuroscience. [21] The possibility of cognitive nuclear-spin processing came to Fisher in part through studies performed in the 1980s that reported a remarkable lithium isotope dependence on the behavior of mother rats. [20]
Category: Artificial Intelligence

[6] viXra:1811.0124 [pdf] submitted on 2018-11-07 07:51:16

Rethinking the Artificial Neural Networks: A Novel Approach

Authors: Usman Ahmad, Hong Song
Comments: 13 Pages.

In this paper, we proposed a novel approach to build the Artificial Neural Network (ANN). We addressed the fundamental questions, 1) what is the architecture of the ANN model? Should it really have a layered architecture? 2) What is a neuron: a processing unit or a memory cell? 3) How neurons must be interconnected and what should be the mechanism of weights assignment? 4) How to involve prior knowledge, bias, and generalization to extract the features? In this paper, we have given an abstract view of our approach for supervised learning with text data only and explain it through examples.
Category: Artificial Intelligence

[5] viXra:1811.0111 [pdf] submitted on 2018-11-07 18:42:20

Theoretical Model For Holistic Non Unique Clustering {Version 2}

Authors: Ramesh Chandra Bagadi
Comments: 2 Pages.

In this research investigation, the author has presented a novel method for Holistic Non Unique Clustering.
Category: Artificial Intelligence

[4] viXra:1811.0093 [pdf] submitted on 2018-11-06 23:48:20

Theoretical Model For Holistic Non Unique Clustering

Authors: Ramesh Chandra Bagadi
Comments: 2 Pages.

In this research investigation, the author has presented a novel method for Holistic Non Unique Clustering.
Category: Artificial Intelligence

[3] viXra:1811.0088 [pdf] submitted on 2018-11-05 07:40:57

Training Neuron Model

Authors: George Rajna
Comments: 50 Pages.

Artificial neural networks are machine learning systems composed of a large number of connected nodes called artificial neurons. Similar to the neurons in a biological brain, these artificial neurons are the primary basic units that are used to perform neural computations and solve problems. [27] Researchers from the Moscow Institute of Physics and Technology (MIPT), Aalto University in Finland, and ETH Zurich have demonstrated a prototype device that uses quantum effects and machine learning to measure magnetic fields more accurately than its classical analogues. [26] Researchers at the University of California San Diego have developed an approach that uses machine learning to identify and predict which genes make infectious bacteria resistant to antibiotics. [25] AI combined with stem cells promises a faster approach to disease prevention. Andrew Masterson reports. According to product chief Trystan Upstill, the news app "uses the best of artificial intelligence to find the best of human intelligence—the great reporting done by journalists around the globe." [23] Artificial intelligence is astonishing in its potential. It will be more transformative than the PC and the Internet. Already it is poised to solve some of our biggest challenges. [22] In the search for extraterrestrial intelligence (SETI), we've often looked for signs of intelligence, technology and communication that are similar to our own. [21] Call it an aMAZE -ing development: A U.K.-based team of researchers has developed an artificial intelligence program that can learn to take shortcuts through a labyrinth to reach its goal. In the process, the program developed structures akin to those in the human brain. [20] And as will be presented today at the 25th annual meeting of the Cognitive Neuroscience networks to enhance their understanding of one of the most elusive intelligence systems, the human brain. [19] U.S. Army Research Laboratory scientists have discovered a way to leverage emerging brain-like computer architectures for an age-old number-theoretic problem known as integer factorization. [18]
Category: Artificial Intelligence

[2] viXra:1811.0085 [pdf] submitted on 2018-11-05 08:30:13

Event-Driven Models

Authors: Dimiter Dobrev
Comments: 26 Pages. Bulgarian language

In Reinforcement Learning we are looking for meaning in the stream of input-output information. If we do not find sense, this stream will be just a noise for us. To find meaning, we must learn to discover and recognize objects. What is an object? In this article we will show that the object is an event-driven model. These models are a generalization of action-driven models. In the Markov decision process we have an action-driven model and there the states are changing at each step. The advantage of event-driven models is that they are more stable and change their state only when certain events occur. These events can happen very rarely, so the current state of the event-driven model is much more predictable.
Category: Artificial Intelligence

[1] viXra:1811.0083 [pdf] submitted on 2018-11-05 09:41:02

Virtual Reality Test Your Nerves

Authors: George Rajna
Comments: 50 Pages.

Researchers at EPFL's Laboratory of Behavioral Genetics, headed by Professor Carmen Sandi, have set out to learn more with a new virtual reality program. [28] Artificial neural networks are machine learning systems composed of a large number of connected nodes called artificial neurons. Similar to the neurons in a biological brain, these artificial neurons are the primary basic units that are used to perform neural computations and solve problems. [27] Researchers from the Moscow Institute of Physics and Technology (MIPT), Aalto University in Finland, and ETH Zurich have demonstrated a prototype device that uses quantum effects and machine learning to measure magnetic fields more accurately than its classical analogues. [26] Researchers at the University of California San Diego have developed an approach that uses machine learning to identify and predict which genes make infectious bacteria resistant to antibiotics. [25] AI combined with stem cells promises a faster approach to disease prevention. Andrew Masterson reports. According to product chief Trystan Upstill, the news app "uses the best of HYPERLINK "https://phys.org/tags/artificial+intelligence/" artificial intelligence to find the best of human intelligence—the great reporting done by journalists around the globe." [23] Artificial intelligence is astonishing in its potential. It will be more transformative than the PC and the Internet. Already it is poised to solve some of our biggest challenges. [22] In the search for extraterrestrial intelligence (SETI), we've often looked for signs of intelligence, technology and communication that are similar to our own. [21] Call it an aMAZE -ing development: A U.K.-based team of researchers has developed an artificial intelligence program that can learn to take shortcuts through a labyrinth to reach its goal. In the process, the program developed structures akin to those in the human brain. [20] And as will be presented today at the 25th annual meeting of the Cognitive Neuroscience networks to enhance their understanding of one of the most elusive intelligence systems, the human brain. [19]
Category: Artificial Intelligence