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Page 1: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 2: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 3: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 4: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 5: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 6: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 7: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 8: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 9: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally
Page 10: yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally

Yann LeCun’s important paperyann.lecun.com/exdb/publis/pdf/lecun-88.pdf ·  · 2004-12-20Among all the supervised learning algo- rithms, back propagation (BP) is proba- bly the

Bertrand LeCun Operations Research bertrandlc@google · If M1

OverFeat: Integrated Recognition, Localization and Detection ...yann.lecun.com/exdb/publis/pdf/sermanet-iclr-14.pdfThis integrated framework is the winner of the localization task

Scaling Learning Algorithms towards AI - Yann LeCunyann.lecun.com/exdb/publis/pdf/bengio-lecun-07.pdf · 2007-08-24 · Scaling Learning Algorithms towards AI Yoshua Bengio (1) and

Backpropagation Applied to Handwritten Zip Code …yann.lecun.org/exdb/publis/pdf/lecun-89e.pdf · Communicated by Dana Ballard Backpropagation Applied to Handwritten Zip Code Recognition

Y LeCun MA Ranzato - CILVR at NYU – Computational Intelligence, Learning…  · 2016-01-27Y LeCun MA Ranzato Deep Learning ... Image recognition ... AI, Neuroscience, Cognitive

Optimization & Deep Learning 2017. 4. 19. · Z. Y LeCun Dynamic Factor Graphs Target Prop for Recurrent Nets Deep Learning for Time-Series Prediction – [Mirowski & LeCun ECML 09]

NeuFlow: A Runtime Reconfigurable Dataflow Processor for Visionyann.lecun.com/exdb/publis/pdf/farabet-ecvw-11.pdf · Invited Paper NeuFlow: A Runtime Reconfigurable Dataflow Processor

A Tutorial on Energy-Based Learning - Yann LeCunyann.lecun.com/exdb/publis/orig/lecun-06.pdfA Tutorial on Energy-Based Learning Yann LeCun, Sumit Chopra, Raia Hadsell, Marc’Aurelio

Large-ScaleFPGA-basedConvolutionalNetworksyann.lecun.com/exdb/publis/pdf/farabet-suml-11.pdfLarge-ScaleFPGA-basedConvolutionalNetworks Cl´ement Farabet1, Yann LeCun1, Koray Kavukcuoglu1,

Transformation Invariance in Pattern Recognition - Yann LeCun

Learning Maneuver Dictionaries for Ground Robot Planningyann.lecun.com/exdb/publis/pdf/sermanet-isr-08.pdf · Learning Maneuver Dictionaries for Ground Robot Planning ... Optimal

XiTkjNlm`k]gR TknWopR crq lms tHu R vwTkXiqyann.lecun.com/exdb/publis/pdf/lecun-01a.pdf · $&%('*)+-,/.1012 %435+6' 78+9%($:,*);,=< >?@?*AB)+6'.&C D CFEHG@I +-,/. J +HEKCL

Y LeCun MA Ranzato 2014-04-13 · Y LeCun MA Ranzato This Basic Model has not evolved much since the 50's The first learning machine: the Perceptron Built at Cornell in 1960 The Perceptron

Neural Networks and Deep Learning Slides credit: Geoffrey Hinton and Yann LeCun

Jonathan Tompson , Murphy Stein, Yann LeCun , Ken Perlin

Neural Networks William Cohen 10-601 [pilfered from: Ziv; Geoff Hinton; Yoshua Bengio; Yann LeCun; Hongkak…

Large-Scale Machine Learning - New York University LeCun Large-Scale Machine Learning Large-Scale Machine Learning John Langford Yann LeCun Microsoft Research Courant Institute John

yann.lecun.comyann.lecun.com/exdb/publis/pdf/lecun-kanter-solla-91.pdf · The application of statistical-physics methods to the ... In this paper we derive rigorous results for a

yann.lecun.comyann.lecun.com/exdb/publis/pdf/matic-94.pdf · The complete visitor sign-in procedure on the PENGUIN system consists of several steps: The visitor has to fill-in the

Tutorial: Learning Deep Architectures - University of …rsalakhu/deeplearning/yoshua_icml2009.pdf · Tutorial: Learning Deep Architectures Yoshua Bengio, U. Montreal Yann LeCun,

Pierre Sermanet¹·² Raia Hadsell¹ Jan Ben² Ayse Naz Erkan¹ Beat Flepp² Urs Muller² Yann LeCun¹

Efficient Algorithms for Matching Pedro Felzenszwalb Trevor Darrell Yann LeCun Alex Berg

FCV Learn LeCun

XiTkjNlm`k]gR TknWopR crq lms tHu R vwTkXiqyann.lecun.com/exdb/publis/pdf/lecun-98.pdf · 6 # # / $ ¡ ! '´/¬ ¶.#" ! # $ @ $ ¬ &%' )(+*,%.-/ c= ? % ¦ ¦ ! o

Guía de puesta en servicio y de mantenimiento · 3 Guía de instalación y de mantenimiento - FLSD ZONA 1 – Exdb / Exdb eb 5699 es - 2020.02 / c Estimado cliente: Usted acaba de

Yann LeCun's Home Pageyann.lecun.com/exdb/publis/pdf/lecun-89c.pdfnition: Applications of neural net chips and automatic learning. IEEE Communacatæon, pages 41—46, November 1989

Guide de mise en service et de maintenance · Guide d'installation et de maintenance - FLSD ZONE 1 – Exdb / Exdb eb 5699 fr - 2021.01 / d AVERTISSEMENT GENERAL Au cours du document

yann.lecun.comyann.lecun.com/exdb/publis/pdf/matan-90.pdf · Handwritten Character Recognition Using Neural Network ... networks in real-world ... knowledge of the probability of

Hierarchical Models Of Perception and Reasoning - …matt.colorado.edu/compcogworkshop/talks/lecun.pdf ·  · 2013-05-21Hierarchical Models Of Perception and Reasoning Yann LeCun

DEEP LEARNING - REVIEW - Pennsylvania State … · Deep Learning - History, Background & Applications. ... Source : Deep learning Yann LeCun, Yoshua Bengio, Geoffrey Hinton Nature

Machine Learning: Decision Trees Homework 4 assigned courtesy: Geoffrey Hinton, Yann LeCun, Tan, Steinbach, Kumar

Y LeCun MA Ranzato - Computational Intelligence, Learning ... Sparse Coding Pooling ... Y LeCun MA Ranzato Deep Learning and Feature Learning Today ... Y LeCun MA Ranzato SHALLOW DEEP

Automatic Recognition of Biological Particles in ...yann.lecun.com/exdb/publis/pdf/ranzato-07a.pdf · Automatic Recognition of Biological Particles ... from a mixture-of-Gaussians

Jonathan Tompson, Murphy Stein, Yann LeCun, Ken Perlin REAL-TIME CONTINUOUS POSE RECOVERY OF HUMAN HANDS USING CONVOLUTIONAL NETWORKS