%PDF-1.4
%
1 0 obj
<>stream
application/pdfIEEEIEEE Transactions on Circuits and Systems I: Regular Papers; ;PP;99;10.1109/TCSI.2018.2888538Memristordeep neural networkstrainingmomentumsynapsestochastic gradient descenthardwareVTEAM.Supporting the Momentum Training Algorithm Using a Memristor-Based SynapseTzofnat Greenberg-ToledoRoee MazorAmeer Haj-AliShahar Kvatinsky
IEEE Transactions on Circuits and Systems I: Regular Papers199PP10.1109/TCSI.2018.288853813
endstream
endobj
2 0 obj
<>/Metadata 1 0 R/Pages 6 0 R>>
endobj
3 0 obj
<>
endobj
4 0 obj
<>stream
xS(T e
endstream
endobj
5 0 obj
<>stream
xST %
endstream
endobj
6 0 obj
<>
endobj
7 0 obj
<>
endobj
8 0 obj
<>
endobj
9 0 obj
<>/ProcSet[/PDF/Text]/ColorSpace<>/Font<>/Properties<>>>/Thumb 33 0 R/MediaBox[0 0 612 792]/QInserted true/Annots[34 0 R 35 0 R 36 0 R 37 0 R 38 0 R 39 0 R]/Rotate 0>>
endobj
10 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageB]/ColorSpace<>/Font<>/Properties<>>>/Thumb 49 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
11 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI]/ColorSpace<>/Font<>/Properties<>>>/Thumb 56 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
12 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageB]/ColorSpace<>/Font<>/Properties<>>>/Thumb 60 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
13 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageC/ImageI]/ColorSpace<>/Font<>/Properties<>>>/Thumb 69 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
14 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageB]/ColorSpace<>/Font<>/Properties<>>>/Thumb 73 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
15 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageB]/ColorSpace<>/Font<>>>/Thumb 75 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
16 0 obj
<>/ProcSet[/PDF/Text]/ColorSpace<>/Font<>/Properties<>>>/Thumb 81 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
17 0 obj
<>/ProcSet[/PDF/Text]/Pattern<>/ColorSpace<>/Font<>/Properties<>>>/Thumb 100 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
18 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageC/ImageI]/ColorSpace<>/Font<>/Properties<>>>/Thumb 113 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
19 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageC/ImageI]/Pattern<>/ColorSpace<>/Font<>/Properties<>>>/Thumb 194 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
20 0 obj
<>/ProcSet[/PDF/Text]/ColorSpace<>/Font<>/Properties<>>>/Thumb 198 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
21 0 obj
<>/XObject<>/ProcSet[/PDF/Text/ImageC/ImageI]/ColorSpace<>/Font<>/Properties<>>>/Thumb 212 0 R/MediaBox[0 0 612 792]/QInserted true/Rotate 0>>
endobj
22 0 obj
<>stream
HW[o~fa1so66VP뢐%f"QHm΅.@_ q.g|sla_'/\'3Ol5.d)YcU%bt|7u<ͻ䡮dXԻ^&>i5d=oP'UlvΒmmd`%ݾV//M3uRH2-揠YvM:0eLY_H_gc$+=vlM,j2cl"ɳeba(*Ol&_NJ.nig_=f.%WopYL.uc Tx20x:N(
{j3;f?M:
syr`sZx7x:Mwi3O&p]ٟ&ZçBE.76*!|[W!dIaCmw#Yr=O5lv9lh!,tܧyVͪXxڼ
WG">ҩ%-eTK
I7hiurKw|գ
`[؞'9x`eJLd>zzr^vP>rq*v9hElY͵I^ޠ>M\0YQ&y^ey̑23`y'KZ(%sERf&VAP;%̈́66T &4@FBw s,&SE^"M Bң"Q%v%2`e%j=0U>2I PllFjWSW
ͮ1ʋtJP;G
hX-y\@gp
<? W0G±Y֞EPgnEIZԳՙ%. 3;
"/TDZr!3eyZ*Mp2?Rf0eM
b`;i4vӅSZm: eJl+("tQxDÌM̅;},c ŗf\9F_J7Ҧ7c1+RO&>Z$+l
g@P . (t[3ZB7i CĞj\"8eEr )>_e|FD- .$E@"Ž)qWB/[H
g~sh˘#طC<I^9,%)QVo7GPse:}*Uڹ^k`Sg BNC̵qKAl4zMCa\Y$0Z4 f/GNw$G북Q8V3`