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4450 ENTERPRISE STREET
FREMONT
, CA 94538
(408) 200-9432
4450 ENTERPRISE STREET
FREMONT, CA 94538
(408) 200-9432
Agenda
1.  Why Industry Wants Costly SCM
2.  Why Conventional NAND is Slow
3.  Building On-chip DRAM to Multiply Speed
4.  Cell Structures: DRAM vs. NAND vs. HiNAND
5.  3D-NAND àAI-NAND array with J-fold performance
improvement
Why The Industry Wants SCM?
•  Computers need faster storage than NAND
o  But SCM (3D XPoint, MRAM, ReRAM) will be expensive
•  Today’s NAND performs worse than it needs to be
o  High precharge & discharge RstringCBL
o  Slower latency, Higher power consumption, Poorer data quality
o  Each plane is limited to one R/P/E operation at a time
What if we could make NAND as fast as DRAM
without process change and refresh operation?
Conventional 3D-NAND Array Layouts
Samsung 3D V-NAND
Two Planes, 256Gb/TLC/48L

WD/Toshiba 3D BiCS-NAND
Two Planes, 512Gb/TLC/64L

Plane-0
 Plane-1
Plane-0
Plane-1
Plane-2
Plane-3
Plane-0
 Plane-1
Plane-2
 Plane-3
Plane-0
 Plane-1
SK-Hynix 3D-NAND
Four Planes, 128Gb
Maximum: 1-Task/Plane"
Micron/Intel 3D NAND

Four Planes/256Gb/MLC/32L
Solution: Building On-Chip J-Page DRAM
within NAND Array to Multiply Speed
•  Turns prior NAND array into a novel Hierarchical array with
J divided-GBL/LBLs by adding one M3 GBL metal layer
•  J divided M2 CLBLs form J-page N-bit DRAM without using
special capacitor process, where J ≥ 8 for J independent
task operations (Read/Program/Erase)
•  N-bit CLBL can be used as a N-bit DRAM cache
•  AI-NAND = DRAM (Fast Front-end) + NAND
(Low-cost Back-end)
2D-NAND DRAM-CACHE-based AI-NAND Array
With J Divided GBL/LBL Structure
Result: J-Tasks/Plane"
GBLN"
CLBL
N"
GBL1"
CLBL
1"
DRAM1"
DRAMJ"
Result: J-Tasks/Plane"
3D-NAND DRAM-CACHE-based AI-NAND Array
With J Divided GBL/LBL Structure
GBLN-1"
CLBLN-1"
GBLN"
CLBLN"
AI-NAND:
DRAM (Front-End) + 3D-NAND (Backend)
DRAM/NAND/HiNAND	Cell	structures	
&	Digital	Program	Comparison	
																					
																																																																																																		
DRAM	Cell												NAND	Cell	
	
	
																		
	
	
	
	
	
	
	
	
	
	
	
	
PB	(1b)	 PB	(1b)	
CSL=Vdd	
Vdd	
SSL1	
C
B
L
	
WLDRAM	
Ccell1	
CcellN	
WLN	
CSL	
GSL=0V	
WLN	
Vpass	
Vpas	
STN-1	
ST2	
ST1	
CSL	
WLDRAM1	
WLDRAM2	
	DLBL	
	DGBL	
PB(1b)	
CGBL1	
	CBL	
CLBL1,	Vdd	
Vss	CLBL2	
CGBL2	
RCS=CLBL/	
(CLBL+CGBL)	
SSL
Vdd	
Vdd	
SSL	
Vdd/0V	
CSL
Vdd	
HiNAND=	
NAND+pDRAM	
Vpgm	
DRAM1"
DRAM2"
3D-NAND"
3D-NAND"
3D-NAND"
10X ECC Errors, Power consumption & Latency
Reduction in Read Operation: NAND vs AI-NAND
6K"
2K"
2M" 4M" 6M" 8M" 10M"
Read Cycles"
HiNAND: RstringCLBL Reduction "
"
for less VWL stress,"
"
Where CLBL(HiNAND) <1/8 CGBL(NAND)"
3D-NAND(K-plane)àAI-NAND Array
Minimal Die Size Impact+1-GBL metal
SK-Hynix 4D-NAND"
Micron/Intel 4D-NAND"
"
"
WD/Toshiba 4D-NAND"
"
"
Samsung 4D-NAND"
Thank you
4450 Enterprise Street,
"
Fremont, CA 94538, USA
"

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AI-NAND.pdf

  • 1. 4450 ENTERPRISE STREET FREMONT , CA 94538 (408) 200-9432 4450 ENTERPRISE STREET FREMONT, CA 94538 (408) 200-9432
  • 2. Agenda 1.  Why Industry Wants Costly SCM 2.  Why Conventional NAND is Slow 3.  Building On-chip DRAM to Multiply Speed 4.  Cell Structures: DRAM vs. NAND vs. HiNAND 5.  3D-NAND àAI-NAND array with J-fold performance improvement
  • 3. Why The Industry Wants SCM? •  Computers need faster storage than NAND o  But SCM (3D XPoint, MRAM, ReRAM) will be expensive •  Today’s NAND performs worse than it needs to be o  High precharge & discharge RstringCBL o  Slower latency, Higher power consumption, Poorer data quality o  Each plane is limited to one R/P/E operation at a time What if we could make NAND as fast as DRAM without process change and refresh operation?
  • 4. Conventional 3D-NAND Array Layouts Samsung 3D V-NAND Two Planes, 256Gb/TLC/48L WD/Toshiba 3D BiCS-NAND Two Planes, 512Gb/TLC/64L Plane-0 Plane-1 Plane-0 Plane-1 Plane-2 Plane-3 Plane-0 Plane-1 Plane-2 Plane-3 Plane-0 Plane-1 SK-Hynix 3D-NAND Four Planes, 128Gb Maximum: 1-Task/Plane" Micron/Intel 3D NAND Four Planes/256Gb/MLC/32L
  • 5. Solution: Building On-Chip J-Page DRAM within NAND Array to Multiply Speed •  Turns prior NAND array into a novel Hierarchical array with J divided-GBL/LBLs by adding one M3 GBL metal layer •  J divided M2 CLBLs form J-page N-bit DRAM without using special capacitor process, where J ≥ 8 for J independent task operations (Read/Program/Erase) •  N-bit CLBL can be used as a N-bit DRAM cache •  AI-NAND = DRAM (Fast Front-end) + NAND (Low-cost Back-end)
  • 6. 2D-NAND DRAM-CACHE-based AI-NAND Array With J Divided GBL/LBL Structure Result: J-Tasks/Plane" GBLN" CLBL N" GBL1" CLBL 1" DRAM1" DRAMJ"
  • 7. Result: J-Tasks/Plane" 3D-NAND DRAM-CACHE-based AI-NAND Array With J Divided GBL/LBL Structure GBLN-1" CLBLN-1" GBLN" CLBLN"
  • 8. AI-NAND: DRAM (Front-End) + 3D-NAND (Backend) DRAM/NAND/HiNAND Cell structures & Digital Program Comparison DRAM Cell NAND Cell PB (1b) PB (1b) CSL=Vdd Vdd SSL1 C B L WLDRAM Ccell1 CcellN WLN CSL GSL=0V WLN Vpass Vpas STN-1 ST2 ST1 CSL WLDRAM1 WLDRAM2 DLBL DGBL PB(1b) CGBL1 CBL CLBL1, Vdd Vss CLBL2 CGBL2 RCS=CLBL/ (CLBL+CGBL) SSL Vdd Vdd SSL Vdd/0V CSL Vdd HiNAND= NAND+pDRAM Vpgm DRAM1" DRAM2" 3D-NAND" 3D-NAND" 3D-NAND"
  • 9. 10X ECC Errors, Power consumption & Latency Reduction in Read Operation: NAND vs AI-NAND 6K" 2K" 2M" 4M" 6M" 8M" 10M" Read Cycles" HiNAND: RstringCLBL Reduction " " for less VWL stress," " Where CLBL(HiNAND) <1/8 CGBL(NAND)"
  • 10. 3D-NAND(K-plane)àAI-NAND Array Minimal Die Size Impact+1-GBL metal SK-Hynix 4D-NAND" Micron/Intel 4D-NAND" " " WD/Toshiba 4D-NAND" " " Samsung 4D-NAND"
  • 11. Thank you 4450 Enterprise Street, " Fremont, CA 94538, USA "