Benützer: googletechtalks |
The Next Generation of Neural Networks Google Tech Talks November, 29 2007 In the 1980's, new learning algorithms for neural networks promised to solve difficult classification tasks, like speech or object recognition, by learning many layers of non-linear features. The results were disappointing for two reasons: There was never enough labeled data to learn millions of complicated features and the learning was much too slow in deep neural networks with many layers of features. These problems can now be overcome by learning one layer of features at a time and by changing the goal of learning. Instead of trying to predict the labels, the learning algorithm tries to create a generative model that produces data which looks just like the unlabeled training data. These new neural networks outperform other machine learning methods when labeled data is scarce but unlabeled data is plentiful. An application to very fast document retrieval will be described. Speaker: Geoffrey Hinton Geoffrey Hinton received his BA in experimental psychology from Cambridge in 1970 and his PhD in Artificial Intelligence from Edinburgh in 1978. He did postdoctoral work at Sussex University and the University of California San Diego and spent five years as a faculty member in the Computer Science department at Carnegie-Mellon University. He then became a fellow of the Canadian Institute for Advanced Research and moved to the Department of Computer Science at the University of Toronto. He spent three years from 1998 until 2001 setting up the Gatsby Computational Neuroscience Unit at University College London and then returned to the University of Toronto where he is a University Professor. He holds a Canada Research Chair in Machine Learning. He is the director of the program on "Neural Computation and Adaptive Perception" which is funded by the Canadian Institute for Advanced Research. Geoffrey Hinton is a fellow of the Royal Society, the Royal Society of Canada, and the Association for the Advancement of Artificial Intelligence. He is an honorary foreign member of the American Academy of Arts and Sciences, and a former president of the Cognitive Science Society. He received an honorary doctorate from the University of Edinburgh in 2001. He was awarded the first David E. Rumelhart prize (2001), the IJCAI award for research excellence (2005), the IEEE Neural Network Pioneer award (1998) and the ITAC/NSERC award for contributions to information technology (1992). A simple introduction to Geoffrey Hinton's research can be found in his articles in Scientific American in September 1992 and October 1993. He investigates ways of using neural networks for learning, memory, perception and symbol processing and has over 200 publications in these areas. He was one of the researchers who introduced the back-propagation algorithm that has been widely used for practical applications. His other contributions to neural network research include Boltzmann machines, distributed representations, time-delay neural nets, mixtures of experts, Helmholtz machines and products of experts. His current main interest is in unsupervised learning procedures for neural networks with rich sensory input. Tags: google techtalks techtalk engedu talk talks googletechtalks education |
Benützer: Spektral311 |
Cracking Wireless Networks The video shows to how crack WEP- or WPA-secured networks. It also shows how to prevent people from cracking your wireless network(s). ... (more) Tags: cracking wireless WEP WPA prevention |
Benützer: jrhelgeson |
Hacking College Networks While this may be 1-2-3 for web application programmers, it is quite revealing for those not involved with web application security on a daily basis. Tags: SQL injection application security hacking hacker college exploit java javascript |
Benützer: LabelNetworks |
JRock Revolution Comes to America: Label Networks TV Jrock or visual kei bands came to America playing to thousands of fans during the Jrock Revolution featuring artists Miyavi, Kagraa, alice nine, DuelJewel, Vidoll, Mucc, girugamesh, Merry, DespairsRay, and the founder of the movement Yoshiki from X Japan. Tags: jrock revolution visual kei music Japan Miyavi alice nine Despairsray Dueljewel Vidoll Yoshiki girgugamesh Mucc kagraa |
Benützer: CBS |
Networks Stand Up 2 Cancer CBS' Katie Couric, NBC's Brian Williams and ABC's Charlie Gibson promote their unprecedented 3-network fundraising event for cancer research. Tags: stand up cancer katie couric brian williams |
Benützer: tivoliaudioboston |
Networks Radio Introduction Introducing Tivoli Audio Networks Radio. Tags: internet radio networks wi-fi |
Benützer: googletechtalks |
Social networks and trust : NetTrust Google Tech Talks February, 28 2008 ABSTRACT NetTrust is a system that embeds social context in browsing by combining individual histories, social networks, and explicit ratings. NetTrust combines an implicit and explicit means of data collection. This trust based system uses shared browsing histories from a user's self-selected social networks to create both explicit and implicit data collection. NetTrust targets the human element of trust. It projects how a social network can signal meaningful trust information that can make an educative browsing experience. NetTrust allows an individual to select their own trusted sources of information and rate particular sites as trustworthy (or not). NetTrust allows an individual to select their own trusted authoritative sources of information from a market of ratings agencies and combine these ratings with the reputation information from their individual social network. This paper will present the Net Trust system; the dorm-based homophily tests with implications and the undergraduate-focused user testing. Speaker: Professor L. Jean Camp Professor L. Jean Camp is the author of Trust and Risk in Internet Commerce (MIT Press), Economics of Identity Theft (Springer) and the editor of Economics of Information Security (Kluwer Academic). She has authored over one hundred works, including seventy peer-reviewed works and eighteen book chapters. In addition to presentations at peer-reviewed venues, she has made scores of invited presentations on four continents. Her service has included the Board of Directors of Computer Professionals for Social Responsibility, the Board of Governors of the IEEE Society on Social Implications of Technology, Senior Member of the IEEE, and longstanding member of the USACM. See http://www.ljean.com/cv.html for more detailed information and full text of various publications. Tags: google techtalks techtalk engedu talk talks googletechtalks education |
Benützer: googletechtalks |
Next Generation All-IP Telecom Networks: Quality of Service Challenges and Is... Google Tech Talks January, 14 2008 ABSTRACT The SIP-based IP Multimedia Subsystem (IMS), while recently introduced, has become one of the primary distinguishing features of the next generation of mobile telecommunication systems. IMS allows mobile operators to offer advanced value-added services - like VoIP, so-called push-to-media, video, interactive gaming, and mobile banking - to their customers timely and efficiently. Google's plans to enter the wireless world open up a world of possibilities for offering customers and businesses advanced services such as targeted location-based services and advertisements through the IMS framework. Deploying IMS, however, is a non-trivial task. The core challenge for the telecom industry has been and will be the integration of the current radio access network (RAN) and IP transport infrastructure with the IMS domain. Within standardization bodies, efforts are underway to address the issues for call setup and mobility signaling, while developing unified user profile management and Quality of Service (QoS) architectures. The real goal is a standardized, IMS-centric, end-to-end unified signaling architecture. To this end, this presentation provides an overview of IMS and QoS signaling over integrated RAN and IMS domains. By using an exemplary family media service, aspects and specifics of the end-to-end QoS invocation, control and policy enforcement, including roaming scenarios, are demonstrated. Based on laboratory measurements performed at Sprint-Nextel aided with simulations, the Post Dial Delay (PDD) delay is evaluated and some practical recommendations for delay reduction are presented. The presentation will conclude with discussion of open issues and viable solutions. This presentation should be of interest to Googlers who work on mobile related projects and intend to have a big picture of next generation mobile systems such as application development, and service and system integration with wireless operators. This presentation is based on the article S. Zaghloul, A. Jukan, W. Alanqar: "Extending QoS from Radio Access to all-IP Core in 3G Networks - An Operator's Perspective," IEEE Communications Magazine, Sept 2007. Speaker: Said Zaghloul Fulbright alumnus and former Telecommunication Design Engineer at Sprint-Nextel Research Staff Member, PhD Candidate Institute of Computer and Communication Network Engineering Technical University Carolo-Wilhelmina of Braunschweig, Germany Tags: google techtalks techtalk engedu talk talks googletechtalks education |
Benützer: ROCKETBOOM |
The Business of Social Networks social network geographical map http://www.academiccommons.org/files/map.png MySpace http://www.myspace.com/rocketboom Rupert Murdock purchased MySpace for $580 Million Rocketboom on YouTube youtube.com/rocketboom Joanne on Facebook http://www.myspace.com/rocketboom Microsoft buys Facebook crumb for $240 Million http://www.techmeme.com/071024/p121#a071024p121 Facebook worth $15Billion? http://www.boygeniusreport.com/2007/10/29/15-reasons-why-facebook-is-worth-15-billion/ Google vs Microsoft over Facebook http://mashable.com/2007/10/24/google-microsoft-facebook-investment/ Microsoft land Facebook ad deal http://www.news.com/Microsoft-lands-Facebook-ad-deal/2100-1024_3-6108514.html Steve Balmer going crazy over developers http://www.youtube.com/watch?v=wvsboPUjrGc Social Graph problem http://bradfitz.com/social-graph-problem/ Google's Open Social http://code.google.com/apis/opensocial/ cookie tracking profile ad sales http://venturebeat.com/2007/10/29/cookie-tracking-how-facebook-could-be-worth-100-billion/ Tags: rocketboom joannecolan social network myspace facebook platform advertising sales youtube |
Benützer: TechVideos |
Setting Up Home Networks Learn how to set up a wireless home network. Tags: router home network how to insider guides wireless |
Benützer: nptelhrd |
Lecture - 6 Telecom Networks Lecture Series on Computer Networks by Prof. S.Ghosh,Department of Computer Science & Engineering, I.I.T.,Kharagpur. For more Courses visit http://nptel.iitm.ac.in Tags: Telecom Networks |
Benützer: citrisuc |
Wireless Sensor Networks: Technology and Applications Wireless sensor networks are destined to see widespread adoption in such diverse sectors as industrial process control, health care, and home automation. The promise and application domain of this field continues to grow, but several false-starts have limited deployments to date. Recent technological breakthroughs in reliability and power consumption have enabled new "industrial strength" networks to finally deliver on the promise of this exciting technology. Brutal standards battles between multi-billion-dollar companies attest to the commercial impact that the technology is now enjoying. This talk will cover some of the history of the field, along with the problems and their solutions, commercial applications, and research directions. Tags: CITRIS UCBerkeley Research Technology Science |
Benützer: TheRealNews |
Iraq story buried by US networks- features Lara Logan of CBS More at http://therealnews.com/c.php?c=080601YT Major networks spend only 2 minutes per week on Iraq war coverage; Lara Logan of CBS joins critique Tags: therealnews cbs abc nbc commentary analysis media networks iraq coverage crisis pepe escobar real news |
Benützer: leelefever |
Social Networking in Plain English We made this video for people who wonder why social networking sites are so popular. We think one reason is because they help to solve a real world problem. www.commoncraft.com/show Tags: commoncraft commoncraftshow socialnetworking networking paperworks plainenglish howto |
Benützer: googletechtalks |
Sensor Networks for Better Buildings Google Tech Talks February 1, 2007 ABSTRACT Humans are dynamic and adaptive. If our buildings are to be truly human-centered then they must be sensitive to our changing needs. Sensor networks enable that reality in an economical and scalable way that balances the social need for efficiency and productivity with the human need for privacy. This talk will provide an overview of the major effort underway at MERL to explore this possible future. We have collected almost a year of data from our facility using over 200 wireless motion sensors. The wireless sensors were created at MERL, and their design was shaped by years of experience with the preceding sensor systems. The data we have collected has... Tags: google howto sensor networks better buildings |
Benützer: googletechtalks |
Incremental Bayesian Networks for Natural Language Parsing Google Tech Talks August 13, 2007 ABSTRACT Natural language parsing is a particularly challenging structure prediction problem, due to the large space of output structures and the complex nature of the statistical dependencies between features of the output structures. Typically these statistical dependencies are specified by hand, but recently there has been interest in using latent variables to induce them automatically. In this talk I will present a framework for structure prediction with latent variables based on a form of Dynamic Bayesian Network called Incremental Sigmoid Belief Networks (ISBNs), and illustrate how it can be applied to parsing. Approximations to ISBNs have achieved... Tags: google howto incremental bayesian networks |
Benützer: Diginfonews |
Connecting VoIP with Public Phone Networks : DigInfo Mobile Technika and International System Research jointly released their FMC Enabler package, a support tool for IP phone solution. The package offers fixed and mobile FMC (fixed mobile convergence) communication on a Windows Mobile smart phone. With the implementation of this package, users can use both types of phones as an IP phone and as a mobile depending on the situation. The PPPhone FMC Enabler package includes a soft phone or PPPhone for mobile IP telephony which meets the IETF (Internet Engineering Task Force) standards, SIP standards, and a VoIP server which connects data networks with PSTN (which are Public Switched Telephone Network) ones. Tags: Connecting VoIP with Public Phone Networks PPPhone DigInfo news |
Benützer: Hak5Darren |
Hacking wireless networks with Man in the Middle attacks Segment from Hak5 1x03 - Hacking wireless networks with Man in the Middle attacks Tags: attacks hack hak5 network wireless |
Benützer: neovids |
Daniel Pinchbeck on social networks Daniel Pinchbeck speaks in the East Village several weeks ago. www.neovids.tv Tags: 2012 social networks daniel pinchbeck environmentalism green drugs neovids |
Benützer: LabelNetworks |
Mishka Interview @ United Tradeshow NYC: Label Networks TV Interview with Greg Rivera of Mishka at the United Tradeshow NYC 2007. Tags: mishka interview fashion streetwear brand united tradeshow nyc designer caps apparel lntv 2007 |
Benützer: megaboy84 |
LAN LOCAL AREA NETWORKS Creating a local area network through ethenet and modems. Tags: modems lan local area network computers hub ethernet pci desk top networking internet intranet |
Benützer: Relativity2 |
How to Ensure your Network is Locked Down If you are setting up a business network security should be one of your chief concerns. Any good small business network will be protected by both hardware and software firewalls that should be configured by a trained networking professional. However, further steps should be taken to protect both the network hardware and the valuable information that it stores. Electrical power Perhaps one of the greatest threats to computer networks is power surges and voltage spikes. In fact, it is not unknown for computers, servers and peripherals on entire networks to be destroyed by power surges when they have been left unprotected. Because of this, some form of surge protector is essential that will prevent voltage spikes from damaging equipment. This should either block the surge or short the system so the voltage spike does not reach the equipment. Most networks will also use uninterruptible power supplies (UPS) to prevent brief power cuts from shutting down the network. These can ensure that the network stays up and running for anything for a few minutes to a number of hours depending on the equipment. Tags: BUSINESS TECHNOLOGY SOLUTIONS Computer Networking Frank Klein Home Network Design Hardware |
Benützer: nptelhrd |
Lecture - 1 Networks and Systems Introductory Concepts (1) Lecture Series on Networks and Systems by Prof. V.G.K.Murti, Department of Electrical Engineering,IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in Tags: Introductory Concepts Networks and Systems |
Benützer: lockergnome |
Wireless Networks, Hard Drive Failures, Web Browsers http://live.pirillo.com - Taking live calls on the 888-PIRILLO line is always fun, especially when the questions are so diverse! This one entails more than one question/topic, so it was three times the fun! Tags: video help information pirillo gadgets blog wireless network harddrive failure bsod browser ie mozilla firefox opera |
Benützer: LabelNetworks |
Evisu CEO Explains Japanese Denim: Label Networks TV Evisu CEO Nick Starsmore of the U.S. tells Label Networks latest plans for the premium Japanese denim brand and it's collaborations with Puma in denim, sneaker culture, and the American marketplace. Tags: Denim fashion Evisu Puma streetwear urban trends premium styles jeans label networks interview japanese japan |
Benützer: LabelNetworks |
Lowrider Show Brings DIY Multi-Culture: Label Networks TV The Lowrider customized car culture show brings out a multi-cultural Americana featuring the latest trends in DIY rides, candy paint jobs, utilitarian fashion and the return of the Zoot suit. Label Networks TV captures the scene. Tags: Lowrider car culture Hispanic chop shop customized rigs zoot suit rims hydraulics candy paint jobs trends clubs cars |
Benützer: LabelNetworks |
Alpinestars Runway Show @ ASR - Label Networks Label Networks TV with host AJ Jackson presents Alpinestars Runway Show shot live during ASR January 26, illustrating a new spin on moto-inspired streetwear. Moto brands moving into lifestyle apparel are among the top new streetwear trends in fashion, and in the case of Alpinestars, includes a heavy dose of deep purples, blue, black and the grunge-like military ankle-high boots, leather jackets, Biker Vintage hoodies, dresses, + raw skinny jeans. Tags: fashion motox trends runway show alpinestars motocross label networks apparel street |
Benützer: lockergnome |
Web Communities and Social Networks Need Transparency http://live.pirillo.com - I need you all to think about your answer to this question I received in an email: "What would be the one fundamental principle every social networking community must have for maintaining its integrity to the people who are using that site?". To me... the answer is simple. Tags: video help information pirillo blog gadgets social-networking transparent transparency twitter blogging myspace faceboo |
Benützer: nptelhrd |
Lecture - 27 Learning : Neural Networks Lecture Series on Artificial Intelligence by Prof. P. Dasgupta, Department of Computer Science & Engineering, IIT Kharagpur. For more Courses visit http://nptel.iitm.ac.in Tags: Learning Neural Networks |
Benützer: lockergnome |
Is Your Username Already Taken on Popular Social Networks? http://geeks.pirillo.com - http://live.pirillo.com - I use Lockergnome, or even just my real name, on most of the Social Networks I belong to. I know several people who choose one name, and stick with it everywhere, for all time. Is your username unique? Do you stick with one wherever you go? http://chris.pirillo.com Tags: blog facebook friendfeed gadgets handle help information myspace pirillo pownce social-network twitter username video |