! "#

$ %

(

(

! )

" (

%% & '

)

&

" # $!

% &''

" # $!

% &''

&'

! "* ) * !" $!%" + ,

(!

(

" , -) .

.0 1 2 + + , +

,+. 3 -

,+. +

-

.,+. + + /+ + . + , + -. , - 4 56 + + , + + - - -. + ,+ + - / + + / 2 7 + + , - , + + +. 8 -+ , 0 ,

+ " ,, -" ! ! ! ! ) . ! ,, ) . ! ! /& " % ! ! !, & , % & , 0 %! " !" ! / 1 !0 ! " 0 ,, / 1 ! .! 2 , ,0 . ,, /0 ! / & ! 0 ! 0 / ! . ! & . & / 1 ! 0 %! " . , & 0 %" ! & & ! 3 / 1 !) 3 # 4 5 6!, . / 1 ! + ! " 7 & % , ! & " ) . , . ) " ! 8 ! %) , ! & " ) . , ! % !" ! . ! 9! " 9 ! 1 & ! ) ! ! 1# 3 &! 0 -" %! & . ! /" ! . )

/ 1 4 57 ! ! , ! ! 3 , & " / " . ! ! ),, . !0 ! % ! ! 4 :; 5 3 . , " ! / % 9 . 3 % ! ,! / 1 &! & % : 3 %! " ) , ,+. + & ! ! % !" 4 <5 & %! " &0 & " ! & 0! . " .) & &! 6 ! & , 4=5 6!, & & ) . % 0! ! 6 ! & , . ! % !" /& & " & ,! & , . & % # & ! & / ! ) ! 3 & % ! 4 >5 . ,, " %! & " , ! &0 & " & ! 3 . , " & & ! ! ! !) . ?@ ! 1 % &! , " . & ,, 4 :5 A & " .) & " ) & ! , &! , &! & , . & &0 & " ! " ! & , / & & " ! !, . & ,, &

"! ! / 1 . &! ! ! & 0 / ! ! " ! 9 *- . " " ! ! , ! 0) 9 & ,, )8 & / & ! -" !"" ! " "# / , ! -" 0 / ! ! . ! . & ) !" & !, , ! ! 0 !" ! ,, ) ! ! -" ! ! ! !

% )

,, " "

) !

, " . !

! -" % /

& % ! ) ,+. + - B3# ! 0 .! " /"/ &! . 0" 0 0 / & , ! . /& & ! ! / ! ! ) " " A " . " & . ! B3 . ! ,, ) 0) . ! ? &! @ ! 1 % , " 4> :5 & "! ! & , " % ) ! . ! B3 &! ! ,, ! /& & /&) & ) ! " " !, ) B3 ! ! ! " ! ! . B3 & , " % ) 0 ! ! ! " / & ! ,+ &! , ! & " ) . & / 1 ! B3 . &! ! & 0! " ! ! " & . , ! . & ? @! 1 % , " ! !0 ! " 4<8 :5 & , " C! " & " 6 6!, . @ ! 1 %B3 ! " ! & ! )

!

B3 . ! ) ! & & , &! , ! 0 . ! % 6 &! ! " " " ) & 4 =5 ! ! . ,! 6 &! , &! , /& & ! . . / & ! ) E , F & , &! , ! " ) . B3 . ! & & ) . ! - " 6 &! 4 5 ! ! . ,! 6 &! , &! , %! , " ! & & ) & " " . 1 ) ! ! B3 . , & ! & . % ! 4 :5 ! ! ! , &! , &! " ! 0 & ! . & ,, ) . & & " %! . E F 6 ! " ! ! ! , 4 8 5 &! ! ! / " % ! & . 0 B3 ! & ! &! & 6 . ! !" ! ! , &! , &! ! . ! " , ! ! . C %! ! / & , ! 0 &!% 4<5 ! " ! " ) . B3 . & %! &! " ! !

# ! ! !

! & . B3

!

2 ,, 0 0 8 -0

! & / " !0

! ! ! !

7 7 7 7

"

&

. @! 1 %

! D9# 9D # D9# " 9D # " D9# ! " 9D # 7 D9# ! " D1# 7 D9# ! " 1D9# 7 D9# ! " 9D1# 7 D9#! " 9D1#! " D1# 7 D9# ! " 9D1# ! " 1D #

" . , B3 . ! ! ! ! & . & " ) , &! , % ! ! " "! , &! , ! " 0) ! / 1 , & ! 0 .) " 0" 0 / 4 =5 . ! 6 % %) & & ) . ! ! ! 4 5 ! .. %) & & . ! ! ! ! , &! , ! . / 1 .. ) , ! . , 0 ! ! ! " "! % / ! . ,! ! % & , &! , " ! " ) .

/ 1 . & & " , & " % ! & " ) ! " ) " ) ! ) $ " !, ! &

% !

6 &! * ! -" 6 &! !

% J

! " 6 .! 7 " 6 .!

$ " %! % ! !& ! ,! )

) )

3

" "K !

7

" "K

&

. 0! !

G 7

2H

G 7 . & & " , & 0 I G 7

I

G 7

I

G:7 0 I 8 0 I 8 8 -0 I G=7 I G<7

0

I

G>7 L M NO " P G;7 L ,, M N O " P G 7L I N M P G 7 L ,, I N M P

% 0! ! 4 5 , &! , / & ! " %

! %

! ,

" !

!

! " ! & % ) !, & " % , , " 0) B3 & ! ) " & ) 4 5 ! " % ! . 1 / & ,! ) & " & ! . & 1 / 0 / & , % ! " & % , 8 & & ) " ! " ) ! 0 ! # B3 ! ) 0 . ! . & " ! ! " /! " & ") " "" &!% ! " 0 " &! & " Q B3 ! " ,, / 0 . ! & Q " ! " / 0 . ! " & & & ! " " " " ! " ! $ ! & G) & ! " !0

$ ! A ! ! )- " " " ! . / ,, . " ! & R J % ) . ! & ,, 4 5 / !0 & " . < / 1 " & .! , ; , ,0 # ! " & , > , ,0 # ! ! . & (+ ; ! & ,, ) " " & ,, ) /! " "! ! ! " " 1 / " !, / & " " &!" ! % ! " ! & ! & ,, ) /! ! ST . , G / !0 & ,, E !,F ! " E ,F % ) ' ! " ! " 4 5 & ?@ ! 1 %, " . & !, ,# &! =# ! . B3 ! & / & & ! !, 7 > ;# > ;# ,, 2 ! " & & A " @ !6, , " 1 & " " 4 5 ,! & & ! !, . , & , " C! " 6# & " %! " . ! ! . B3 & !, ! " & , & . ! & ! !, ! " !0 !

(

U

2 0

>

2

= >

0

= = >

= =

> ;

A! " !, ;< : ;= ; , ; = <> = ;

!0 & @ U 1 & " ,! # . & U . B3 8 ( ! ,! .

6

U#

;; == <= := > : ;;

,!6,! & ! !, ! ! "

" . ! ! "! "

6 U# , ! & ! %# & " ! 0 / ! ) ! . ! , ! / B3 . ! A " & &) & ! !, UK (# /& & C! " 0 !0 &) & / 9 " %! & ! ! " 0 A ! " ! !, ! 1 & !

! "" . ! U &! ! & / / &

/ 4 !

" ! . &!

!

.

U

!

0) & A ! " UM , " &!% & &! ! & 6 , ) ,!

. & @ 5 .

! " & !

% / ! . B3 ! . ! 7 & !, & , ! ! & ! ! . B3 . " ! " ,, ! . ! & 0 ! &) & G> ! " G; & ! % , ! . & ! . B3 " " 0) & 0 & " .. . & @ ! 1 %, " & ! "

! & / &! & " ! ! "/ & 2 B3 # ! & , . ! 7 =:V ! " < V . & " . . % ) !0 & / &! 0 & ,, ,, &!% ! . ! " ) 2H 7 0 & . ! /& & & 0! . 1 4 ;5 & 0 ! &) & G & ! ! % . , " 0) & & B3 /& & ! " .. & / ,, & . ! ! ! ! " 0 & !, ! " & 0 ! " & ! ! . & & , A / > " ! & . & B3 0 / & " ) . B3 . ! " " 0) G= & &) & ". & !, & " ) ! 0 6 ! " 0) & 0! ! , &! , /& & ! 0 " & " " ! " & C , ! & 0 & " . & !, & , /! " " / & & . ! 8 !

0! ! , &! , /! " "! " /! !0 & "8 G= 9 " & " ! " ) . & 3 ># . & , " . ! ! & ! . & W B3 & !, ! ! ) . ! G ! ". & ,0 9 " . & !, & " .. ! 0 " & " .. & ! , ! " & & 0 ) , &! , . & / ,, & . & , /! ! " & 90 . " 3 . & . & !, & 0 & ,, &!" . ! " ) & !) ! , G & , & %" ) ! ! & " 0 ! ! & " . & !, " ! " &! & & " ! " & !, & / ! " ) . 0 . , &! 0 " ) , &! , ! 0) 6 G:# ! " " . & /& & / 0 % "8 G: 9 " . 0 & ,, & , &! , / "" " % " & , . , . & ,, ! ! % , &! , G # & " % " & !, 0 & , & C " & & " / 1 " / , & . , 0 & ! 4 5 & . , & " 7 ,, , " " ! " , % ! & !,8 . & . ! & , & ! . ! & ,0 & !,7 G 6 &! , &! ,# ! " . & ,0 9 ". & !, & , ! &!% ! " ). ! / & ! ! , ! 2 & 2" & ! " & 6 &! ! " % " & !,7 ! " ! "& ! , ! G< ! ) " # " % " . 0 + / 0 % ! ! % " ). 0 & ,! " " ) & !, " " & " & / " . & , &! ,7 & , & /! ! " & 8 & !, & . & !, / ! ) 6 ! " & " " , & ! % " ). 0 & , , ! &! , ,0 " 0 ! ) !% " " " ! ! & !, ! & 6 ! " 0) & & ) . ! ! !7 " ! ! .. 3 & ,, ) & / ! " ). " " 0) G & & ) . ! - " 6 &! # , &! " 6 &! ! !) . ,, R . " ! ,,! - " !0

# ! G 7 2H / 1 G 7 . & & ", 0 I $ " ,! ) G 7

&'

) 0 & ,, 8. ! . 0 !" ! ,,

I !

, ! G 7 ) )I " ) ! ) G:7 ! <& $ " 1 & ! G=7 I @ !& G<7 0 I ! . , % ! & G> G;7 L M N O " P8 3 " G

(

!, ) . , *8 " .. & & " " " 0 K! 1 . , % ! . , ) !, *8 " .. 6 .! , ! " ! " 0 & ,, . , "! "

.

*8 6 &!

"

0 & ,, *8 ! " % & & . , . ,, !, ) . , *8 " .. ! & " 0 &

,, ! / 0) & "

*8 ! . "

0 & !

)8 "

,, "

G 7 L I NM P

"

G 7 . , ) !, * G 7 0 & ,, *8 " .. ! " . & # !!

+' R !

! !) & / &! & & . ! ! ! , &! , ! . & 0 &!% 7 & ! % " ) " R & , &! , " % 0) " . ! %" % 6!, & !, " " ! " 0! ! , &! , ! " . ! " 3 / 1 !) ! . ! & . %! ,, ) ! & ! " & , &! , . ,, ! & & " 6 !, & & " " ) " %" ! ! 0 & , " % , . ! & ! " & .. . ,, ) - 4 ;5 , ! " %! ! " % " 0 ,0 "" " / 1 % ,

", -

4

.

3 ! 7 & . / 01 ! - "8 & / 9M / 01 # & 8 D9# "U . B3 . ! 2 /& D9# . . X ! - "X / & ! & & ? C! ! &! & ! - ! D9# ! ! ,0 . ,! ! 7 4

9M

N / 01# K

9M

N / 01#5 M

U

7 9M . D9# & . ! ! & ,0 ,X ! - "X . 6" " ! . ! .

U" U

/ 01

#

& & ! !, . & ! 2 & U @ !6, , " 1 & " ,! @ # " 4 5 ! & ! !0 !) , C! 7 9 # . ! 9! & 0 %" " " 0 ! & ! "U / 01# ! & " " %! !0 ! " U & 1 / ! !,

3 4 5 %% $ & ( $!%" * T * %! # 3 / 1! ! ) .1 / " !) & ! / 1 = + > / 2 $ # 4 5 + ! ,! ;;<# * ! - " 6 &! = , &! > : 4 5 + $ ;><# ,, ! " ! ) @ $ .. T * $ @ " # ; = # 3 /0 ) ! 1 7 ! 4 5 + $ # & ! ! ! . ! & @ * $ ! " T@ @ ) " # >/ , 3 / Y 17 $ ! "! 4:5 & G .! @ T *!) * # ! . ,! &! ! ,, ) * !& "# ? - , + !&&! : : # !,0 " J % ) 4=5 ! 3 A! ,! T ! U ;;;# , % , & ! &) & !0 / 1 ) ! -! ! . , & 7KK/// ,, " K K &K 4<5 & + A! ,! T ! 3 ;;># ! ! " . ? ! / 1 , " %! ! >< 4>5 ! 1R T ! ' ;>=# @ ! 1 % ! & = + @ > > 4;5 *! G!) & &/! T A ,! + ;;<# ") ! / 1 =1 # 4 5 * %! # @ ! " ,!1 0 7 &! , " ; (+ A & # << > 4 5 *! % @ ;<># & & " , " . " .. ! " % 0 &!% = 1 + , =: <;

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

Mechanisms and Architectures of Online Learning ...

virtual neighborhoods with the predictions of network emergence ... This simple observation led us to ... the observed relations through Social Network Analysis.

189KB Sizes 3 Downloads 87 Views

Recommend Documents

Dual Memory Architectures for Fast Deep Learning of ...
information of massive data uploaded to the web in real time. From the artificial intelligence perspective, for ... 2013; Donahue et al., 2014; Yosinski et al., 2014). However, it is difficult to train deep models in an online ... is the learnable sy

Mechanisms of
the community, will acquire language with great speed and facility; an ability that .... have relied on demanding methods to obtain the highly informative data base ..... are more adequate than vowels to subserve the storage of a large number of.

Introduction - Journal of Online Learning and Teaching
changed things, our students in fact, so that the current educational system is ill prepared for this new ... Prensky owns a video game company so it may be that what he sees every day is what he .... access to video games, cellular phones and the In

Introduction - Journal of Online Learning and Teaching
presented at the Annual Conference of the Society for Research into Higher ..... Paper presented at the Free Culture and the Digital Library Symposium.

Haraldsson, B. Properties of the glomerular barrier and mechanisms of ...
Hjalmarsson C, Johansson BR, Haraldsson B. Electron microscopic evaluation of the ... Huber TB, Benzing T. The slit diaphragm: a signaling platform to regulate ...

Haraldsson, B. Properties of the glomerular barrier and mechanisms of ...
Fujihara CK, Arcos-Fajardo M, Brandao De Almeida Prado E, Jose Brandao De Almeida Prado. M, Sesso A, Zatz R. Enhanced glomerular permeability to macromolecules in the Nagase anal buminemic rat. Am J Physiol Renal Physiol 282: F45–F50, 2002. 93. Gek

Neural mechanisms of synergy formation *
activity, whose equilibrium configurations .... rnusculo-skeletal body schema that imple- ... S-units model the different skeletal body segments, considered as.

PDF Online Hadoop Application Architectures
World Big Data Applications - For Kindle - By Mark Grover. A compilation of O Reilly Media s free products ebooks online books webcast conference sessions ...

The ultimate and proximate mechanisms driving ... - Wiley Online Library
categories into forest and non-forest/prairie designations for all analyses: we called ... 150bp paired end reads on a HiSeq2000 (Illumina Inc.; San Diego, CA). ..... Harvard College and the MCZ to KK; and an NIH Genome Sciences Training ...

Affective mechanisms linking Internet use to learning performance in ...
Internet use, but Internet use anxiety may lead to different out- comes. Mild anxiety can cause mild stress and motivate a student's. learning process, while excessive anxiety may discourage students,. who then lose their will to tackle conundrums.1.

Prompt Mechanisms for Online Auctions
In reality, however, the setting of many problems is online, meaning that the mechanism has no prior information regarding the identity of the par- ticipating players, or that the goods that are for sale are unknown in advance. Examples include spons

[PDF Online] Hadoop Application Architectures
Real-World Big Data Applications - eBooks Textbooks - By ... Big Data Applications, Full PDF Hadoop Application Architectures: Designing Real-World Big Data .... practices for moving data in and out of the systemData processing frameworks, ...

PDF Online Hadoop Application Architectures
World Big Data Applications - Read Unlimited eBooks and ... Designing Real-World Big Data Applications, Full PDF Hadoop Application Architectures: Designing Real-World Big Data Applications, .... While many sources explain how to use.

Download Hadoop Application Architectures Read online
Hadoop Application Architectures Download at => https://pdfkulonline13e1.blogspot.com/1491900083 Hadoop Application Architectures pdf download, Hadoop Application Architectures audiobook download, Hadoop Application Architectures read online, Had

The Difficulty of Training Deep Architectures and ... - Semantic Scholar
As suggested in (Bengio et al., 2007), we adapt all the layers adapted si- multaneously during the unsupervised pre-training phase. Ordinary auto-encoders can ...