PPT-Handwritten Digit Recognition Using Stacked Autoencoders

Yahia Saeed Jiwoong Kim Lewis Westfall and Ning Yang Seidenberg School of CSIS Pace University New York Optical Character Recognition Convert text into machine processable data 1910s. Choose a line of four problems from the Addition Split board vertically horizontally or diagonally 2 Solve each problem by decomposing the addends into hundreds tens and ones before adding Show your work Example 100 40 6 200 30 5 146 235 300 7 Testbed. Mengjie Mao. Overview. Cycle 1:. sequential. . component. AAM. training. Cycle 2:. sequential . components. Identifier 0. Ten perfect digit image for training. Randomly. generated digit images with defects for testing. Kong Da, Xueyu Lei & Paul McKay. Digit Recognition. Convolutional Neural Network. Inspired by the visual cortex. Our example: Handwritten digit recognition. Reference: . LeCun. et al. . Back propagation Applied to Handwritten Zip Code Recognition. MICRO 2011 @ Porte . Alegre. , Brazil. Gabriel H. . Loh. [1] and Mark D. Hill [2][1]. December 2011. [1] AMD Research. [2] University of Wisconsin-Madison. Hill’s work largely performed. while on sabbatical at [1].. of handwritten . SignWriting for SWORD project. Fabrizio Borgia. 1,2. , Maria De Marsico. 2. 1. . Université Toulouse . III - Paul . Sabatier. 2. Sapienza Università di Roma. Outline. Introduction. Submitted by: Supervised by:. Ankit. . Bhutani. Prof. . Amitabha. . Mukerjee. (Y9227094) Prof. K S . Venkatesh. AUTOENCODERS. AUTO-ASSOCIATIVE NEURAL NETWORKS. OUTPUT SIMILAR AS INPUT. DIMENSIONALITY REDUCTION. Jaewoong. . Sim. *, Gabriel H. Loh. +. , Vilas Sridharan. #. , Mike O’Connor. +. June . 2013 . *Georgia Tech. +. AMD Research. #. AMD RAS Architecture. Die-stacked Memory. Die-stacking is coming along, esp. DRAM. STACKED LATERALS AND USE OF FORM. P-16 DATA SHEET. PRESENTED BY JOE STASULLI & . LORENZO GARZA. AUGUST 2017. 1. PRESENTATION OVERVIEW. How to qualify for Stacked Lateral status. Requirements for PSA and Allocation wells. Prior Knowledge Check. Evaluate:. 10 x 7 =. 3 x 9 = . 5 x 8 = . 6 x 2 = . 7 x 4 = . Work out. 1) 3 x 90 =. 2) 6 x 70. 3) 2 x 80. 4) 60 x 4. 5) 80 x 5 . What does:. The 8 in 82 represent?. The 4 in 47 represent?. 41 3  What four By a similar logic, we can find the six-digit number that when multiplied by 4 is equal to the original number with its digits in reverse order. Each of the intermediate carries must be 3, a Jitendra. Malik. Handwritten digit recognition (MNIST,USPS). . LeCun’s. Convolutional Neural Networks variations (0.8%, 0.6% and 0.4% on MNIST). Tangent Distance(. Simard. , . LeCun. & . Denker. 3. . . 5. . 4. . 6. 546 ÷ 3 . 2. Year 5. Use short division to divide 3-digit numbers by 1-digit numbers.. We are going to move a sticky note along to hide and reveal each column in turn.. 3 . . Mild. We are going to continue adding 2 digit numbers. together. You can use resources or partition the numbers . or use column to work out the answers. . Mathematical Talk. What is the value of the digits?.