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Bluebrain. Gero Miesenboeck reengineers a brain. Russian brains behind closest ever AI attempt. Between Ape and Artilect. A compendium of interviews and dialogues originally appearing in H+ Magazine, Between Ape and Artilect has been released as a good old fashioned paper book (or ebook) by Humanity+ Press, available for purchase via – or available as a free PDF here.

Between Ape and Artilect

The book is edited by noted AI researcher and long-time Humanity+ Board member Ben Goertzel. During 2010-12, Dr. Goertzel conducted a series of textual interviews with researchers in various areas of cutting-edge science — artificial general intelligence, nanotechnology, life extension, neurotechnology, collective intelligence, mind uploading, body modification, neuro-spiritual transformation, and more. These interviews were published online in H+ Magazine, and are here gathered together in a single volume. Narswang. What makes NARS different from conventional reasoning systems is its ability to learn from its experience and to work with insufficient knowledge and resources.


NARS attempts to uniformly explain and reproduce many cognitive facilities, including reasoning, learning, planning, reacting, perceiving, categorizing, prioritizing, remembering, decision making, and so on. The research results include a theory of intelligence, a formal model of the theory, and a computer implementation of the model. The ultimate goal of this research is to fully understand the mind, as well as to build thinking machines.

BRAIN POWER: From Neurons to Networks. Artificial Brains - The quest to build sentient machines. Spaun, the new human brain simulator, can carry out tasks (w/ video) (—One of the challenges of understanding the complex behavior of animals is to relate the behavior to the complex processes occurring within the brain.

Spaun, the new human brain simulator, can carry out tasks (w/ video)

So far, neural models have not been able to bridge this gap, but a new software model, Spaun, goes some way to addressing this problem. The Semantic Pointer Architecture Unified Network (Spaun) is a computer model of the human brain built by Professor Chris Eliasmith and colleagues of the University of Waterloo in Canada. It comprises around two and a half million virtual neurons organized into functional groups rather like real neurons in regions of the human brain associated with vision, short-term memory, and so on. (The human brain has roughly 100 billion neurons.) Spaun is presented with a sequence of visual images in eight separate tasks. How powerful is a mind? Supercomputer takes 40 minutes to map 1 second of brain activity - Gadgets & Tech - Life & Style. The numbers may not sound too impressive, but this is an important breakthrough in simulation technology and has wide-reaching implications.

How powerful is a mind? Supercomputer takes 40 minutes to map 1 second of brain activity - Gadgets & Tech - Life & Style

Using the K supercomputer, the fourth most powerful in world, scientists in Japan replicated a network of 1.73 billion nerve cells and 10.4 trillion synapses. It took the K computer, with over 700,000 processor cores and 1.4 million GB of RAM, 40 minutes to model the data. The most sophisticated of its kind, the project, a joint venture between Japanese research group RIKEN and German research group Forschungszentrum Jülich, was designed to gauge the limits of brain simulation technology.

RIKEN’s success is the most significant development in the global brain race, wherein the world’s major economies are racing to map the human brain and unlock its secrets. The USA has the BRAIN initiative, the EU has The Human Brain Project, and China has Brainnetome. Stanford Artificial Intelligence Laboratory. Watson. Watson Is Now Commercially Available, Set To Help Doctors Treat Cancer.

[Source: ibmbusinessanalytics via YouTube] IBM’s most promising medical student just graduated and is ready to join the workforce and help people – in the fight against cancer, to be specific.

Watson Is Now Commercially Available, Set To Help Doctors Treat Cancer

IBM has just released a commercially available Watson whose cognitive computing could help doctors make better diagnoses and smarter treatment choices. IBM has partnered with WellPoint, Inc. and Memorial Sloan-Kettering Cancer Center to train Watson in oncology and utilization management. A team of clinicians and technicians spent thousands of hours “teaching” Watson how to process, analyze, and interpret complex clinical information through natural language processing. The hope is that Watson can help raise the quality of healthcare and make it more efficient. Inside the Mind of Watson: Cognitive Computing. Artificial Intelligence. A new era of cognitive computing. IBM says it is possible to build a new computing architecture that is more human-like and biologically inspired than traditional systems.

A new era of cognitive computing

After a year of “medical school”, IBM’s intelligent supercomputer, Watson, has produced its first commercially available applications for doctors and health insurance companies. Artificial Intelligence authors/titles recent submissions. The detection of intermediate-level emergent structures and patterns. University CS 221 Introduction to Artificial Intelligence. What is this course about?

University CS 221 Introduction to Artificial Intelligence

What do web search, speech recognition, face recognition, machine translation, autonomous driving, and automatic scheduling have in common? These are all complex real-world problems, and the goal of Artificial intelligence (AI) is to tackle these with rigorous mathematical tools. In this course, you will learn the foundational principles that drive these applications and practice implementing some of these systems. Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. The main goal of the course is to equip you with the tools to tackle new AI problems you might encounter in life. Prerequisites: This course is fast-paced and covers a lot ground, so it is important that you have a solid foundation on both the theoretical and empirical fronts.

Grading: Homeworks (60%): There will be weekly homeworks with both written and programming parts. IIIA - CSIC - Web Page. OpenAi - - Creating the standard for Artificial Intelligence.

Open Cog

Physicist Proposes New Way To Think About Intelligence. (ISNS) -- A single equation grounded in basic physics principles could describe intelligence and stimulate new insights in fields as diverse as finance and robotics, according to new research.

Physicist Proposes New Way To Think About Intelligence

Alexander Wissner-Gross, a physicist at Harvard University and the Massachusetts Institute of Technology, and Cameron Freer, a mathematician at the University of Hawaii at Manoa, developed an equation that they say describes many intelligent or cognitive behaviors, such as upright walking and tool use. The researchers suggest that intelligent behavior stems from the impulse to seize control of future events in the environment. This is the exact opposite of the classic science-fiction scenario in which computers or robots become intelligent, then set their sights on taking over the world.

"It's a provocative paper," said Simon DeDeo, a research fellow at the Santa Fe Institute, who studies biological and social systems. "It's not science as usual. " The emergence of complex behaviors through causal entropic forces. ( —An ambitious new paper published in Physical Review Letters seeks to describe intelligence as a fundamentally thermodynamic process.

The emergence of complex behaviors through causal entropic forces

The authors made an appeal to entropy to inspire a new formalism that has shown remarkable predictive power. A grand unified theory of AI. In the 1950s and ’60s, artificial-intelligence researchers saw themselves as trying to uncover the rules of thought.

A grand unified theory of AI

But those rules turned out to be way more complicated than anyone had imagined. Since then, artificial-intelligence (AI) research has come to rely, instead, on probabilities — statistical patterns that computers can learn from large sets of training data. The probabilistic approach has been responsible for most of the recent progress in artificial intelligence, such as voice recognition systems, or the system that recommends movies to Netflix subscribers. Entropica. Big Data is the new Artificial Intelligence. This is the first of a couple columns about a growing trend in Artificial Intelligence (AI) and how it is likely to be integrated in our culture. Computerworld ran an interesting overview article on the subject yesterday that got me thinking not only about where this technology is going but how it is likely to affect us not just as a people. but as individuals.

Henry Markram: A brain in a supercomputer. SciContrib34.pdf. Google and NASA Launch Quantum Computing AI Lab. Quantum computing took a giant leap forward on the world stage today as NASA and Google, in partnership with a consortium of universities, launched an initiative to investigate how the technology might lead to breakthroughs in artificial intelligence. The new Quantum Artificial Intelligence Lab will employ what may be the most advanced commercially available quantum computer, the D-Wave Two , which a recent study confirmed was much faster than conventional machines at defeating specific problems (see “ D-Wave’s Quantum Computer Goes to the Races, Wins ”). The machine will be installed at the NASA Advanced Supercomputing Facility at the Ames Research Center in Silicon Valley and is expected to be available for government, industrial, and university research later this year.

Google believes quantum computing might help it improve its Web search and speech recognition technology. For instance, imagine trying to find the lowest point on a surface covered in hills and valleys. DARPA Looks To New Form Of Computation That Mimics The Human Brain. Artificial Intelligence Center @ SRI. RoboEarth [Artificial Intelligence] Knowledge-Exchange between Robots The purpose of the RoboEarth project is to create a giant network through which robots and their programmers can easily share information about actions and the world.

Similar to what the World Wide Web has done for humans, RoboEarth will enable robotic systems to benefit from the experience of other robots in a way that can be easily translated to their own case. SpirOps AI - Scientific Research Lab in Artificial Intelligence. The AI Sandbox™ Rethinking artificial intelligence. The field of artificial-intelligence research (AI), founded more than 50 years ago, seems to many researchers to have spent much of that time wandering in the wilderness, swapping hugely ambitious goals for a relatively modest set of actual accomplishments. Now, some of the pioneers of the field, joined by later generations of thinkers, are gearing up for a massive “do-over” of the whole idea. I² Home page. Computerized brain made of GPUs could be the future of artificial intelligence.

For decades computer scientists have been struggling to design an artificial intelligence sophisticated enough that it could pass for a living being. The fruits of that labor so far are snarky chatbots and systems that can crunch large amounts of data and spit out factoids. Google began working on a new method of replicating neural networks using 1,000 computers tied together. Now, one of the researchers that helped Google do it has laid out the framework for an even better brain model that costs a fraction as much. The key to true AI might be the GPU. Ray Kurzweil Plans to Create a Mind at Google—and Have It Serve You. Hal from 2001: A Space Odyessy. Ray Kurzweil’s How to Create a Mind to be published Nov. 13. Ray Kurzweil’s next book — How to Create a Mind: The Secret of Human Thought Revealed* — will be published Nov. 13, Viking announced today. How to Create a Mind. How to Create a Mind - Homepage.

How To Create A Mind: Ray Kurzweil at TEDxSiliconAlley. Mind uploading. Whole brain emulation (WBE) or mind uploading (sometimes called "mind copying" or "mind transfer") is the hypothetical process of copying mental content (including long-term memory and "self") from a particular brain substrate and copying it to another computational device, such as a digital, analog, quantum-based or software based artificial neural network.

The computational device could then run a simulation model of the brain information processing, such that it responds in essentially the same way as the original brain (i.e., indistinguishable from the brain for all relevant purposes) and experiences having a conscious mind.[1][2][3] MIT Computer Science and Artificial Intelligence Laboratory. Computer learns language by playing games. Computers are great at treating words as data: Word-processing programs let you rearrange and format text however you like, and search engines can quickly find a word anywhere on the Web.

But what would it mean for a computer to actually understand the meaning of a sentence written in ordinary English — or French, or Urdu, or Mandarin? Ai Research - Creating a new form of life. Common Sense Computing Initiative. ConceptNet aims to give computers access to common-sense knowledge , the kind of information that ordinary people know but usually leave unstated. The data in ConceptNet is being collected from ordinary people who contributed it on sites like Open Mind Common Sense . Mind Children: The Future of Robot and Human Intelligence - Hans Moravec - Google Books. Open Mind. Open Mind Common Sense. Open Mind Common Sense (OMCS) is an artificial intelligence project based at the Massachusetts Institute of Technology (MIT) Media Lab whose goal is to build and utilize a large commonsense knowledge base from the contributions of many thousands of people across the Web.

Progress in artificial intelligence. Association for the Advancement of Artificial Intelligence. Ethical Issues In Advanced Artificial Intelligence. The ethical issues related to the possible future creation of machines with general intellectual capabilities far outstripping those of humans are quite distinct from any ethical problems arising in current automation and information systems.

Such superintelligence would not be just another technological development; it would be the most important invention ever made, and would lead to explosive progress in all scientific and technological fields, as the superintelligence would conduct research with superhuman efficiency. To the extent that ethics is a cognitive pursuit, a superintelligence could also easily surpass humans in the quality of its moral thinking. However, it would be up to the designers of the superintelligence to specify its original motivations. Stephen Hawking: 'Transcendence looks at the implications of artificial intelligence - but are we taking AI seriously enough?' - Science - News. VUB Artificial Intelligence Lab.

On Line Index of Artificial Intelligence Journals. Computational humor. Facebook Building Major Artificial Intelligence System To Understand Who We Are. I.B.M. Announces Brainy Computer Chip. Neurodudes. Home of smarter solutions. Artificial Superintelligence: A Futuristic Approach. Chemical computer that mimics neurons to be created. IBM's "neurosynaptic" chips are the closest thing to a synthetic brain yet.

AI Horizon: Computer Science and Artificial Intelligence Programming Resources. Category:Artificial intelligence publications. Category:Artificial intelligence researchers. Artificial Intelligence Researchers, Faculty + Professionals. List of artificial intelligence projects. GPAI Project - GPAI. JAIR. Machine Intelligence Research Institute.

Artificial Intelligence @ MIRI. Computer Vision. Google's Ray Kurzweil revs up search focus with AI vision. Mechanisation of Thought Processes: Artificial Intelligence in the 21st Century. Vision par ordinateur. Scientists See Advances in Deep Learning, a Part of Artificial Intelligence.