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: kmsteiner |
Milt Hinton - Tonight Show Milt Hinton plays Indiana on the Tonight Show with Doc Severinsen, featuring Milt's great slapping technique early '90s (?) Tags: Jazz Hinton Slap Bass |
Benützer: EstelDillon |
Milt Hinton Profile-1985 The late great bassist Milt Hinton is profiled during an appearance at a jazz festival in Sarasota Florida. See how many famous old musicians you can recognize! Photographed and Edited by Estel Dillon in 1985. Produced by Steven Reiner. Tags: jazz Milt Hinton Brian Torff Bud Freeman Alan Dawson Estel Dillon |
Benützer: 2channeltv |
Joe Hinton "Ain't it funny how time slips away" 1964 Written by Willie Nelson Tags: Joe Hinton Willie Nelson soul country 60's |
Benützer: Rsulu |
Phyllis Hyman and Hinton Battle The late great Tony Award nominated Phyllis Hyman and Tony Award Winner Hinton Battle performing two of Duke Ellington classics -- "I'm Checking Out" and "Do Nothing 'Til You Hear From Me". Another Great Performance!!! From the highly recommended DVD especially if you are a Phyllis Hyman fan, The Tony Award Winning Musical - "Duke Ellington & SOPHISTICATED LADIES". Tags: I'm Checking Out Phyllis Hyman Hinton Battle Sophisticated Ladies Duke Ellington Jazz |
Benützer: jaspre150 |
hinton jasper trip Tags: Click to add keywords... |
Benützer: redeemeddesciple |
Rumble At Hinton just a video of some stuff we did at hinton... Tags: HintonRuralLifeCenter JosephBland Joseph Bland RumbleAtHinton AshaBell Asha Bell JeffBallou Jeff Ballou DJWooten |
Benützer: ownry |
Steam Coal Drag in Hinton, West Virginia Chesapeake and Ohio HO model Railroad in Bay Area of California. This layout is based upon the prototype and the Main Yard is Hinton West Virginia. You will see a cola drag coming into Hinton Yard, a helper engine added to the end of train in front of caboose and then the train going up the hill to other end of layout. Steam engines use Tsunami sound decoders and Digital system is NCE. (I taped this at 320 with 15 FPS and will record it again at higher resolution someday) Tags: Movie HO Railroad Modelrailroad Chesapeake RR MRR Railroading Decoders |
Benützer: LostChameleon |
Charles Ashley Moore - Eddie Hinton - "Hard Luck Guy" Raise a glass to Eddie Hinton! "Georgia boy sings Alabama blues, picks homemade guitar." No American Idols. No idle Amerikans. Tags: Charles Ashley Moore Eddie Hinton Hard Luck Guy Soul Rhythm Blues R&B Southern Rock Muscle Shoals Alabama Acoustic Athens Georgia Homeopathic Remedy Natural Therapy |
Benützer: mdoherty2005 |
S.E. Hinton Pt. 1 S.E. Hinton speaking as recipient of the 2008 Young Adult Book Award presented by the Chicago Tribune Tags: Library S.E._Hinton Hinton Outsiders Book Book_Award Award |
Benützer: mickatmidnight |
Eddie Hinton-Everybody Needs Love From the Madman Matinee on July 4, 1986. Legendary Songwriter, Guitarist, Producer and former Muscle Shoals Sound Lead Guitarist Eddie Hinton sings the title cut from the album Letters From Mississippi at the Princess Theatre in Decatur, Alabama. Order the LFM CD from MFV today at www.cdbaby.com/hinton Tags: Eddie_Hinton MFVRadio Muscle_Shoals Owen_Brown |
Benützer: Andyyeovil |
Bower Hinton, Martock, Somerset Bower Hinton, Martock, Somerset is a picturesque hamstone village. It's also the home of the Bower Hinton Bike Ride, held each year in aid of the Orchid Cancer Appeal. Orchid exist to fund research into testicular and prostate cancer and to raise awareness of these issues. Enjoy this gentle virtual walk through the village and if you want to find out more about the Bower Hinton Bike Ride you can by visiting www.bowerhintonride.co.uk Tags: Bower Hinton Bike Ride Martock Somerset Hamstone Village |
Benützer: mickatmidnight |
Eddie Hinton - Letters From Mississippi - LIVE ! From the Madman Matinee on July 4, 1986. Legendary Songwriter, Guitarist, Producer and former Muscle Shoals Sound Lead Guitarist Eddie Hinton sings the title cut from the album Letters From Mississippi at the Princess Theatre in Decatur, Alabama. Order the LFM CD from MFV today at www.cdbaby.com/hinton Tags: Eddie_Hinton Letters_From_Mississippi Princess_Theatre MFVRadio Wyker Mick Sailcat Muscle_Shoals_Sound Alabama |
Benützer: BestArtsDance |
Ko-Ko - Amazing Tap - Sophisticated Ladies - Hinton Battle Hinton Battle demonstrates how we won the Tony for Best Featured Actor in a Musical with a great tap performance of Duke Ellington's "Ko-Ko" from "Sophisticated Ladies." "Sophisticated Ladies" was nominated for eight Tony Awards in 1981, winning two. This performance is an excerpt from the 1981 DVD "Duke Ellington's Sophisticated Ladies," available for purchase at http://www.kultur.com (We are not affiliated in any way with kultur.com.) Many more great videos from "Sophisticated Ladies" are available from our website at http://www.thebestarts.com/sophisticatedladies/ Tags: Ko-Ko Ko Tap Dance Duke Ellington Jazz Big Band Sophisticated Ladies Broadway Musical Theatre Hinton Battle BestArts |
Benützer: fireflyreports |
Crop Circle - Broad Hinton 24/09/08 Part 1 Possibly the largest and most complex crop formation worldwide - ever! Crop: Maize (Corn) Hieght: 7ft Location: Broad Hinton, Nr Winterbourne Bassett, Wiltshire, UK. Tags: crop circle formation ufo maize corn |
Benützer: beatlerama |
Something by The Beatles performed by Nick Hinton British singer songwriter Nick Hinton performs his cover version of The Beatles song "Something" Tags: Beatles John Lennon George Harrison Something Help Abbey Road Nick Hinton MySpace Ringo Starr Paul McCartney |
Benützer: channelintel |
Intel's Glenn Hinton talks Nehalem Glenn Hinton, Nehalem's lead architect and Intel Fellow talks about Intel's exciting 2008 CPU Nehalem and the Quickpath architecture. For more on Intel IDF: http://www.intel.com/idf/us Tags: nehalem intel idf idf2007 quickpath |
Benützer: vegasviolinist |
Shades of Hinton A delightful jaunt through the complex yet beautiful world of Hinton. Tags: weird surreal music strange |
Benützer: BestArtsDance |
Kinda Dukish - Tap - Sophisticated Ladies - Hinton Battle Hinton Battle won the first of his three Tony's for Best Featured Actor in a Musical for this role. (He also won Best Actor in 1984 for "The Tap Dance Kid" and in 1991 for "Miss Saigon.") In the 2006 movie "Dreamgirls", Hinton played Wayne. In this video, Hinton gives a great tap performance of Duke Ellington's "Kinda Dukish" from "Sophisticated Ladies." "Sophisticated Ladies" was nominated for eight Tony Awards in 1981, winning two. This performance is an excerpt from the 1981 DVD "Duke Ellington's Sophisticated Ladies," available for purchase at http://www.kultur.com (We are not affiliated in any way with kultur.com.) Many more great videos from "Sophisticated Ladies" are available from our website at http://www.thebestarts.com/sophisticatedladies/ Tags: Kinda Dukish Tap Dance Duke Ellington Sophisticated Ladies Big Band Jazz Broadway Musical Theatre Tony Best Actor BestArts |
Benützer: RealEstateShows |
Hinton, WV Rt 1, Hinton, WV 25951 Jon Mahan ERA Advantage http://www.comehometowestvirginia.com This is a beautiful triple wide home on a little over 2 acres of peaceful, country living. Lots of peach & apple trees along with Japanese heart nut trees that line the drive. Master bath has a jacuzzi tub, skylight & a huge walk in closet. All bedrooms have double closets plus an open floorplan with a large living room. This home is on the school bus route, so it gets taken care of early. MLS: 52358 Price: $149,000 Bedrooms: 4 Bathrooms: 2.5 Sq Feet: 2904 Lot Size: 2.25 Year Built: 2000 # of Floors: 1 Garage Size: none Tags: beckley bluefield era estate home house princeton real residential sale video virginia west |
Benützer: DancingCatProduction |
Sam Hinton 1 of 17 Introduction with George Winston Tags: Sam Hinton George Winston Harmonica |
Benützer: yurychuknicole |
Hinton Alberta Canada Apartment Caught On Fire A 16 unit apartment building went up in flames on May 21, 2008 at 2:35 A.M. After a night out drinking they returned home and tried to light the B.B.Q. dont try this when your three sheets to the wind. Tags: Hinton Apartment Fire May 21 2008 |
Benützer: YouT00ber |
Dogfights: Supersonic -- Bruce Hinton Clip from History Channel's great show Dogfights, from the Supersonic episode. Bruce Hinton talks about his experience during a dogfight that was the first dogfight between F-86 Sabres & Mig-15s from the Korean War Be sure to watch the History Channel & don't forget you can buy the complete episode on DVD @ history.com Tags: Dogfights F-86 Mig-15 Bruce Hinton |
Benützer: octane130 |
Steve Hinton World Air Speed Record Attempt 1979 - Red Baron This is a large portion of the original film about the 1979 World Air Speed Record attempt (piston powered) by Steve Hinton and the mighty Red Baron RB-51, the Rolls-Royce Griffon-powered, highly modified P-51 Mustang unlimited racer. I thought this video was long lost to public access until an online friend (thanks, Anthony!) provided this to me recently. A very fascinating video to those interested in the big unlimited racers. Enjoy the video! Tags: WW2 WWII Mustang Reno P-51 Warbird Hinton Chino Baron Oshkosh Duxford U2 |
Benützer: mdoherty2005 |
S.E. Hinton pt 2 S.E. Hinton recieving the 2008 Chicago Tribune Young Adult Book Award Tags: hinton S.E._hinton book library award |
Benützer: MarquisArtificial |
Vince nysse and n j hinton - silver water This track is "awesome" of the bonkers vol 16 YEAAAHHHHHHH THIS IS ONLY HAPPY HARDCORE !!!!!!!!!! Tags: silver water vince nysse hinton n j bonkers 16 XVI happy hardcore rave ravers party dance electronic music dj |
Benützer: koromuri97 |
Amy, Hinton Tandem Skydive, Tuberous Sclerosis Hinton Tandem Skydive, Amy jumping for the Tuberous Sclerosis Association. Amy was diagnosed with TS from the age of 3. Jumped from a height of 13.000 feet, approx 45 secs freefall... Tags: |
Benützer: Rsulu |
Take The "A" Train - Phyllis Hyman and Hinton Battle The late great Tony Award nominated Phyllis Hyman and Tony Award winner Hinton Battle performing one of Duke Ellington classic -- "Take The "A" Train". WOW Outstanding!!! From the highly recommended DVD especially if you are a Phyllis Hyman fan, The Tony Award Winning Musical - "Duke Ellington & SOPHISTICATED LADIES". Tags: Take the "A" Train Phyllis Hyman Hinton Battle Sophisticated Ladies Duke Ellington Jazz Broadway |
Benützer: andriyked |
04.10.1997 Vitali Klitschko vs.Will Hinton.MPG 04.10.1997 Vitali Klitschko vs.Will Hinton.MPG Tags: Klitschko Boxing Ukraine |
Benützer: BestArtsMusic |
Don't Get Around Much Anymore - Hinton Battle Tony Award-winner Hinton Battle and Paula Kelly sing a medley of Duke Ellington's "Don't Get Around Much Anymore" and "I Let a Song Go Out of My Heart" from "Sophisticated Ladies." Hinton has won three Tony's for "Best Featured Actor in a Musical" and has held many leading Broadway, film and television roles. Kelly has performed as a soloist in major modern dance companies such as Martha Graham and Alvin Ailey. She has also appeared in many films and television shows. 0:00 Battle: Don't Get Around Much Anymore 0:29 Kelly: I Let a Song Go Out of My Heart 0:54 Battle: Don't Get Around Much Anymore 1:07 Battle and Kelly: counterpoint duet 1:43 Battle: Don't Get Around Much Anymore 1:48 Kelly: I Let a Song Go Out of My Heart 2:00 Duet: I Let a Song Go Out of My Heart "Sophisticated Ladies" was nominated for eight Tony Awards in 1981, winning two. This performance is an excerpt from the 1981 DVD "Duke Ellington's Sophisticated Ladies," available for purchase at http://www.kultur.com (We are not affiliated in any way with kultur.com.) Many more great videos from "Sophisticated Ladies" are available from our website at http://www.thebestarts.com/sophisticatedladies/ Tags: Don't Get Around Much Anymore Duke Ellington Sophisticated Ladies Big Band Jazz Dance Broadway Musical Theatre Duet |