Studio , Compare the versions and find the best for you. How Humans Respond to Robots. One might say that “autonomous” vehicles are already in operation at most airports.
Pilots take care of takeoff and landing, but on the less challenging portion of the trip, for which people have a harder time maintaining alertness, an autopilot is often in charge unless something unusual happens. Japanese subway systems also run on a standard timetable with sensing for humans standing in the door. In both systems, there is the option for humans to take over, reset or override machine decisions, so ultimately these are shared autonomy systems with a sliding scale of human and machine decisionmaking. Cluster analysis. The result of a cluster analysis shown as the coloring of the squares into three clusters.
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). It is a main task of exploratory data mining, and a common technique for statistical data analysis, used in many fields, including machine learning, pattern recognition, image analysis, information retrieval, and bioinformatics. Besides the term clustering, there are a number of terms with similar meanings, including automatic classification, numerical taxonomy, botryology (from Greek βότρυς "grape") and typological analysis. The subtle differences are often in the usage of the results: while in data mining, the resulting groups are the matter of interest, in automatic classification the resulting discriminative power is of interest. Definition[edit] New Ideas About Temporal Pooling · numenta/nupic Wiki.
Discussion about this text is on the nupic-discuss mailing list.
Temporal Pooling, or TP, was described in the HTM/CLA whitepaper. However, the mechanism I proposed for TP always had problems (both biological and theoretical). Gensim: Topic modelling for humans. ACT-R. Biologically Inspired Cognitive Architectures. About. Posterior cingulate. Sagittal MRI slice with highlighting indicating location of the posterior cingulate.
The posterior cingulate cortex (PCC) is the backmost part of the cingulate cortex, lying behind the anterior cingulate cortex. This is the upper part of the "limbic lobe". The cingulate cortex is made up of an area around the midline of the brain. Posterior cingulate. Disrupting posterior cingulate connectivity disconnects consciousness from the external environment. Highlights Disrupting posterior cingulate connectivity induces a loss of external connectedness.
This suggests that this connectivity may be involved in external awareness. This finding is especially relevant for consciousness-related theories. Medial parietal damage is associated with body schema alterations.
Deep Learning Tutorials — DeepLearning 0.1 documentation. Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence.
See these course notes for a brief introduction to Machine Learning for AI and an introduction to Deep Learning algorithms. Deep Learning is about learning multiple levels of representation and abstraction that help to make sense of data such as images, sound, and text. For more about deep learning algorithms, see for example: The tutorials presented here will introduce you to some of the most important deep learning algorithms and will also show you how to run them using Theano.
Embodiment. RoboEarth. NAO-uRobot. Natural Language Understanding and Generation. Knowledge – Inside Search – Google. Cognitive Architecture. SILVIA Platform Documentation. Patented Core Technology. SILVIA takes in human input through speech, written text, or other input methods. SILVIA can understand the context of that input and respond appropriately with speech and interacting with applications and operating systems on your behalf. SILVIA can also access file systems, networks, web content, and more. SILVIA operates in the context of a client application on desktops and mobile devices, or as part of our SILVIA Server, or even as a node in a peer-to-peer network, or part of the cloud. Greg Egan Reviews Her: Can People Form Relationships with Software? In the movie Her, which was nominated for the Oscar for Best Picture this year, a middle-aged writer named Theodore Twombly installs and rapidly falls in love with an artificially intelligent operating system who christens herself Samantha.
Samantha lies far beyond the faux “artificial intelligence” of Google Now or Siri: she is as fully and unambiguously conscious as any human. The film’s director and writer, Spike Jonze, employs this premise for limited and prosaic ends, so the film limps along in an uncanny valley, neither believable as near-future reality nor philosophically daring enough to merit suspension of disbelief. Nonetheless, Her raises questions about how humans might relate to computers. Makey Makey Will Make You Love The "Internet Of Things" Ever wanted to wake up in a Disney cartoon where everything around you is animated and interactive?
Now you can...Turn a bunch of bananas into a piano. Turn your friends into a synthesizer. Turn a trampoline into a slideshow controller. Turn your hand into a game glove. HMI/Human Media Interaction: ShowCases The Virtual Storyteller. The Virtual Storyteller is a multi-agent framework for automatic story generation.
It creates stories based on the actions of autonomous agents who live in a simulated story world. Video explaining the Virtual Storyteller.
Stanford AI classes. UFLDL Tutorial - Ufldl. AMARSi Project. Research in AMARSi focuses on three main areas: biology, robotics and software methods.
Seven research subjects (or Work Packages) are tightly integrated. Human Motor Primitives - Work Package 1 Humans are an extraordinary example of autonomous systems with multiple degrees of freedom, compliant mechanics, and rich and adaptive motor skills. This work package aims at grounding the development of a novel robot architecture on the human motor control and cognitive architecture and at providing new fundamental and theoretical insights into its organisation. www.darpa.mil/OpenCatalog/index.html. Welcome to the DARPA Open Catalog, which contains a curated list of DARPA-sponsored software and peer-reviewed publications. DARPA sponsors fundamental and applied research in a variety of areas including data science, cyber, anomaly detection, etc., which may lead to experimental results and reusable technology designed to benefit multiple government domains.
The DARPA Open Catalog organizes publicly releasable material from DARPA programs. DARPA has an open strategy to help increase the impact of government investments. Martha Palmer. The original PropBank The original PropBank project, funded by ACE, created a corpus of text annotated with information about basic semantic propositions. Predicate-argument relations were added to the syntactic trees of the Penn Treebank. This resource is now available via LDC. PropBank today This project was continued under NSF funding and DARPA GALE and BOLT. with the aim of creating Parallel PropBanks (the English-Chinese Treebank/PropBank) and also PropBanking other genres, such as Broadcast News, Broadcast Conversation, WebText and Discussion Fora, at the University of Colorado.