microelectronics for radiation detectors€¦ · 6 alternative: extract from simulators (bsim) de...
TRANSCRIPT
Electrical and Computer Engineering
lMicroelectronicsfor Radiation Detectors
Gianluigi De [email protected], [email protected]
Lawrence Berkeley National LaboratoryDecember 20th, 2016
OutlineOutline
• Introduction• Introduction
• Charge Amplification in CMOS• Charge Amplification in CMOS• Evolution of FE ASICs• Evolution of FE ASICs• Conclusions• Conclusions
2
Sources of Electronic NoiseSources of Electronic NoiseEl i i reset
CFElectronic noise: from components directly connected to input node
reset
v(t)Sv
K(f,τ)
connected to input node
Q∙δ(t) SiCS CG
fK1
fH
overall transfer function
,fKfC2j1
,fHF
need minimum 2 poles!
22GS
2v
2i df)f(HCCSdf),f(HS
2max
002
thENC
Time‐variant → me‐domain analysis (noise weighting function)3
10-14
Noise from Input TransistorNoise from Input Transistor
10-15
S v [V²/H
z]
1/fwf
v gA
fCA
S CG intrinsic gate capacitanceproportional to the gate size
10-17
10-16
ectra
l den
sity
1/f
hi
mG gfC
CG = CS (capacitive matching)
p p g
10-18
Noi
se s
pe white G S ( p g)
101 102 103 104 105 106 10710-19
Frequency f [Hz]
G
2GS
G
ww
G
2GS
ff2v C
CCCg
AaCCC
AaENC
From input transistor:
S C i
GGmG CCgC
ASIC: power constraints ƒTmax (max current)ƒT4
Input Transistor in CMOSInput Transistor in CMOS 2CCAF i ' Fix power = fix
G
2GS
GDm
ww2vw C
CCCIg
AaENC
From transistor'swhite noise:
Fix power fix drain current ID→ size (W,L) ?
VGS >> Vth (strong inversion) VGS << Vth (weak inversion)
→ ( , )
2DG
Dox
Dm LIC
ILW
nµc2
Ig DT
DDm I
nVI
Ig load
2GS2 CCLENC
2GS2 CC
ENC
↓ ↓
VGS
GDvw CI
ENC D
GSvw I
ENC
• minimum L • independent of L
GS
• minimum L• CG = CS/3
independent of L• CG = 0 pushes back towards
strong inversion
→ VGS ≈ Vth (moderate inversion): model?5
Moderate InversionModerate Inversion
gm [mS]
IC 1
dk
IC=1
moderate strongweak
ID [mA]
IC2
1IC41nVI
Ig DDm
ox2T
D
µcnV2I
WL
IC From EKV modelIC2nVT inversion coefficient
De Geronimo, IEEE TNS 52, 2005alternative: extract from simulators (BSIM)6
Gate CapacitanceGate CapacitanceC [pF]
2
n‐MOSp‐MOS
CG [pF]2Wcov+2/3coxWL
n‐MOSp‐MOScoxWL
IC=1 CoxWL1overlap
h l
10 3 0 01 0 1 1 10 1000
ID [mA]bulk
channel
)IC(1
n1n
)IC(WLCWc2IC CCoxovDG
10 0.01 0.1 1 10 100
3/2
2C IC1IC41
31
23
)IC(
n IC32
Both g and CG push towards using n‐channel and L = L iBoth gm and CG push towards using n channel and L = Lmin
7 De Geronimo, IEEE TNS 52, 2005
10-14
Low‐Frequency NoiseLow‐Frequency Noise
10-15
10 14
/Hz] wf
vAA
S wf AAS
10-16
10si
ty S
v [V²/
mGv gfC mGv gfC
S
10-17
ectra
l den
s
n‐MOS
10-18
Noi
se s
pe
p‐MOS
102 103 104 105 106 10710-19
Frequency f [Hz]
2GS2 CC 2GSf2 CCA)(ENC
dependsFrom transistor's G
GSff
2vf C
CCAaENC
G
GS1f
f2vf C
)(aENC
dependson τ
From transistor slow‐freq. noise:
8
Low‐Frequency Noise vs LLow‐Frequency Noise vs L100]
CMOS 180nm, IC=1
n-MOSnt A
feq [a
.u.
wf ALAS
10 0.3 at3xLmin
se c
oeffi
cie
mGv gfC
S 1 0.6 at
2xLmin p-MOS
quen
cy n
ois
1/f i l t I TNS 58 2011
180 270 360 450 5400.1
Low
freq 1/f equivalent, IEEE TNS 58, 2011
2
180 270 360 450 540
Channel length [nm]
G
2GS
1f
f2vf C
CCLA)(aENC
From transistor'slow‐freq. noise:
LF noise pushes towards p‐channel & L > Lmin9
Discharge Network (Reset)Discharge Network (Reset)RF
• dc stabilization • discharge of C C
RFreset
• discharge of CF
S
CF
v(t)Sv
K(f,τ)‐∞
Q∙δ(t) SiCS CA
i2iR R
kT4aENC
FF
iiR RF
kT4S
F
qI2RkT4
)mV50(~
q2kT4
IR SF "50mV rule"
sensor shot noisefrom leakage current IS
examples CZT: IS = 1nA → RF >> 50 MΩSi: IS = 1pA → RF >> 50 GΩ10
Reset in CMOSReset in CMOS• linear region saturation• linear region ?
RF ?MF
VG• noise self‐adjusts to IS
THGSmMi VVqI2
VVkTg4S
F
RF ?MF
CIS
j S
S
THGSS VVqI2F CFS
v(t)Sv
K(f,τ)‐∞IS
Q∙δ(t) SiCS CA
1mTHGS V40
kTq
Ig
VVat
use large L, small W to push
S kTI
MF towards strong inversionNoise at discharge ?11
Reset in CMOS ‐ Discharge NoiseReset in CMOS ‐ Discharge NoiseVG Q/C
CF
MFQ/C MF noise increases
at discharge
Sv
CF
‐∞
τ
Q∙δ(t) SiCS CA
‐∞ τd t
i2 Q2a
ENC
use large τ /τd
i2id qQ2
2ENC
use large τd/τ
De Geronimo, NIM A 421, 1999
At high rate qQ2a
ENC i2
V
At high rate τd decreases
qQ22
ENCidr
t
alternative: use MF as switch or adopt time‐variant discharge
t
12
Reset in CMOS ‐ Pole LinearityReset in CMOS ‐ Pole Linearity
MF
VG V
CF
MF
∞Q∙δ(t) CS+CA
‐∞
τdt
τd depends on amplitude and may affect baseliney
H t li li l ll ti ?How to realize a linear pole‐zero cancellation ?
13
Reset in CMOS ‐ Pole‐Zero CancellationReset in CMOS ‐ Pole‐Zero Cancellation
VG
non‐linearlinear
1st stage of filter
C
MF
GRS
N×MVG
RS
Q∙δ(t)
CF
N×CF
N×MFG
CS
Q∙δ(t)
CS+CA
‐∞N CF
‐∞~N×Q∙δ(t)
2RikT4
S filter noise contribution: 2S
Ri NRS
Ste o se co t but o
Effective linear "charge amplification" by NDe Geronimo, IEEE TNS 47, 200014
Delayed Dissipative Feedback (DDF)delay feedback of dissipative element (i.e. resistor RS ) Q∙N
RS
CS
CF
C N
CSQ∙N V1
‐∞
Q
CF∙N‐∞ other poles
Vout
Qcharge gain N shaperDDF shaper
high analog dynamic range DRaDRa ≈≈QmaxQmax
ENC +ENCENC +ENCg g y g aa ENCca+ENCshENCca+ENCsh
15
De Geronimo, IEEE TNS 58, 2011
Front‐End ASIC for X‐Ray SpectrometersFront‐End ASIC for X‐Ray Spectrometers10610
55Fe, T = -44 CPeaktime 1 µsRate 1 kcps50 Msamples
Mn K
FWHM = 145 eV (~10e-)
106
104
50 MsamplesCh. 14
s
105
Rate = 200 kcps 55Fe, T = -44 CPeaktime = 1 µs50 MsamplesCh. 9
Mn KFWHM = 180 eV
eV100FWHMidr
102
Cou
nt
104
FWHM = 1 7 FWHM
Ch. 9nt
s
10
no PUR102
103 FWHM2 = 1.7 FWHM(efficiency ~ 0.6)no PUR
Cou
n
100
0 1 2 3 4 5 6 7 8 9
PUR
101 PUR
ASIC for x‐ray spectroscopy16 ch 2 1x4 6mm² 1mW/ch
Energy [keV]100
0 3 6 9 12 15 18
Energy [keV]ASIC functionscharge amplifier 16 ch., 2.1x4.6mm², 1mW/ch.
Collaboration with NASADe Geronimo, IEEE TNS 57, 2010
Energy [keV]charge amplifier,shaper, discriminator, peak detector,pile‐up rejector, amplitude/address multiplexer
Circuits in a Front‐End ASICCircuits in a Front‐End ASIC• Low‐noise, low‐power charge amplifiers
• gas, liquid, solid state detectors• capacitances from ~ fF to ~ nF
• Switched and continuous adaptive reset• High‐order filters, stabilizers, drivers
• peak time / gain adjustment• Single‐ and multi‐level discriminatorsg• Peak and time detectors, derandomizers• Analog memories and multiplexers• Digital memories and counters• Digital memories and counters• Configuration registers• ESD protectionsC lib i l 64‐ch. VMM ASIC
ATLAS Muon Upgrade14x8.5 mm², ~0.4W/cm²
• Calibration pulse generators• Analog‐to‐digital converters• Digital‐to‐analog converters , /
> 6M MOSFETs (> 90k/ch.), 2016• Precision band‐gap references• Temperature sensors• Readout control logic• Digital signal processing (DSP)• Low‐voltage differential signaling (LVSD, SLVS)
Pace of FE ASIC Evolution?
VMM (2012‐16) for P1 Muon UpgradeVMM (2012‐16) for P1 Muon Upgradell h lATLAS Muon New Small Wheels
‐ sTGC and MicroMegas technologies2 3M channels 50 to 2000 pF‐ 2.3M channels, 50 to 2000 pF
orneighbor
ART (flag + serial address)ART clock
logic
or ART (flag + serial address)
d t /TGC l k
TGC out (ToT, TtP, PtT, PtP, 6bADC)64 channels
data1CA shaper
6‐b ADC
10‐bADCpeak
data/TGC clock
DSP
analog1
data2
analog2
10 b ADC
8‐b ADCtime4XFIFO
mux
test
DSP
analog2
addr.12‐b BC
tk clock
trim
testanalog mon.
Gray countBC clock
logic tk clockpulser bias registerstp clock
tempDAC resetprompt
18
Physical Layout
400 icustom 400‐pin21 x 21 mm² BGA
13.5 mm13.5 mm1.5 mm1.5 mm300 µm300 µm70 µm70 µm15 µm15 µm5 µm5 µm manual place & route~ 400 bonding pads fabrication at commercial foundriespackagingwirebonding
Impact on Radiation DetectorImpact on Radiation Detector
2005 ‐ ASM 2015 ‐ VMM• 60x sensing elements, 10x element density, 3x power dissipation• data‐driven, trigger primitives, peak, timing, ADCs, DSP, ...
2005 ASM 2015 VMM
, gg p , p , g, , ,
Advances in radiation detectors areti htl l d t d i f t d ASIC
Advances in radiation detectors areti htl l d t d i f t d ASICtightly coupled to advances in front‐end ASICstightly coupled to advances in front‐end ASICs
Front‐end ASICs are rapidly becoming very Front‐end ASICs are rapidly becoming very o t e d S Cs a e ap d y beco g e yhigh functionality systems‐on‐chip (SOC)o t e d S Cs a e ap d y beco g e yhigh functionality systems‐on‐chip (SOC)
20
Gamma spectrometer Designers
Evolution of Front‐End ASICsEvolution of Front‐End ASICs1 ‐ 2
~ year 2001CMOS 500nm, 3.3V, ~2mm²~ 10k transistors (~100/ch)preamplifier/filter
Gamma spectrometer
Compton imager
ATLAS upgrade
DesignersYearsRevisionsSimul time
1 21 ‐ 21 ‐ 21m/chpreamplifier/filter
~ 2006 250nm, 2.5V, 25mm²
ATLAS upgrade Simul. time 1m/ch
~ 100k transistors (1k/ch)+ discrim/peakdet/count/mux
~ 2011
2 ‐ 42 ‐ 42 4 2011
130nm, 1.2V, 50mm²~ 1M transistors (~ 10k/ch)+ timedet/multifunc/trigprim
2 ‐ 41h/ch
~ 2016 to 2020< 90nm, < 1.2V, >100mm²> 10M transistors (>100k/ch)
> 53 ‐ 5> 10M transistors (>100k/ch)
+ ADCs+DSPSOC = System on ChipEOC = Experiment on Chip
3 ‐ 5>1d/ch
VMM is 90k!
Complexity and functionality are rapidly increasing
The Rapid Evolution of MicroelectronicsThe Rapid Evolution of Microelectronics
10µ L 10 µm 12Vfirst MOSFET
10G
100G
10µ > 3GHz
Xbox One 28nmL 10 µm 12Vfirst MOSFET
5V10G
100G
1µ
10µ
engt
h L
100M
1G
rs /
die
1µ
10µ
800nm 5V 6-core I7 45nm10-core XEON 32nm
V1 5Vm
1.8V250nm 2.5V
500nm 3.3V1.2µm 5V
engt
h L 3µm 5V
100M
1G
rs /
die
100n
hann
el le
1M
10M
rans
isto
r
100n32nm 1.1V
nm 0.9V45nm 1.1V
Intel 80486 4nm FinFET 0.7V
28nm 1.0V65nm 1.2V
90nm 1.2V
130nm 1.5
180nm 12505
hann
el le
1M
10M
rans
isto
r
10n
sist
or c
h
10k
100k
1M
mbe
r of t
r
10n
320nm
Intel 80286
Intel 8048616-14n28n
sist
or c
h
10k
100k
1M
mbe
r of t
r
1n
1MHzfirst IC
Intel 4004Tran
s
1k
10k
Num1n
first IC
Tran
s
1MHzIntel 4004 1k
10k
Num
1960 1970 1980 1990 2000 2010 2020 2030 2040
Year
1001960 1970 1980 1990 2000 2010 2020 2030 2040
Year
100
22
The Rapid Evolution of MicroelectronicsThe Rapid Evolution of Microelectronics
10µ > 3GHz
Xbox One 28nmL 10 µm 12Vfirst MOSFET
5V10G
100G
1µ
10µ
800nm 5V 6-core I7 45nm10-core XEON 32nm
V1 5V1.8V250nm 2.5V
500nm 3.3V1.2µm 5V
engt
h L 3µm 5V
100M
1G
rs /
die
Exotic Transistors• single‐electron• carbon‐nanotube• ...
Exotic Transistors• single‐electron• carbon‐nanotube• ...
100n32nm 1.1V
nm 0.9V45nm 1.1V
Intel 80486 4nm FinFET 0.7V
28nm 1.0V65nm 1.2V
90nm 1.2V
130nm 1.5
180nm 12505
hann
el le
1M
10M
rans
isto
r......
10n
3220nm
Intel 80286
Intel 8048616-14n28n
sist
or c
h
10k
100k
1M
mbe
r of t
r
1n Si lattice spacing 0.54nm
first IC
Tran
s
1MHzIntel 4004 1k
10k
Num
1960 1970 1980 1990 2000 2010 2020 2030 2040
Year
100
Introduced in the ’90s, exotic transistors made considerable progress, but are still far from achieving reproducibility and reliability required for microelectronics23
3D (FF) + 3D
The Rapid Evolution of MicroelectronicsThe Rapid Evolution of Microelectronics
10µ
Through-Si Vias (TSV)
3D (FF) + 3D3D
2.5D > 3GHzXbox One 28nmL 10 µm 12Vfirst MOSFET
5V10G
100GTSVTSV
1µ
10µ
800nm 5V 6-core I7 45nm10-core XEON 32nm
V1 5V1.8V250nm 2.5V
500nm 3.3V1.2µm 5V
engt
h L 3µm 5V
100M
1G
rs /
die
Exotic Transistors• single‐electron• carbon‐nanotube• ...
Exotic Transistors• single‐electron• carbon‐nanotube• ...
100n32nm 1.1V
nm 0.9V45nm 1.1V
Intel 80486 4nm FinFET 0.7V
28nm 1.0V65nm 1.2V
90nm 1.2V
130nm 1.5
180nm 12505
hann
el le
1M
10M
rans
isto
r......
10n
3220nm
Intel 80286
Intel 8048616-14n28n
sist
or c
h
10k
100k
1M
mbe
r of t
r
1n Si lattice spacing 0.54nm
first IC
Tran
s
1MHzIntel 4004 1k
10k
Num
1960 1970 1980 1990 2000 2010 2020 2030 2040
Year
100
Progress heavily driven by consumer electronics24
AMPLEX (1988) ‐ First Large ScaleAMPLEX (1988) ‐ First Large ScaleParticle ph sics ASICParticle ph sics ASICParticle physics ASIC16 channels, ~800 MOSFETs (~50/ch)3µm CMOS 5V 1 1 mW/ch 16 mm²
Particle physics ASIC16 channels, ~800 MOSFETs (~50/ch)3µm CMOS 5V 1 1 mW/ch 16 mm²3µm CMOS, 5V, 1.1 mW/ch, 16 mmamplifier/filter/track & hold/muxfor Silicon micro‐strips at UA2
3µm CMOS, 5V, 1.1 mW/ch, 16 mmamplifier/filter/track & hold/muxfor Silicon micro‐strips at UA2for Silicon micro strips at UA2for Silicon micro strips at UA2
25
Institute WG1Radiation
WG2Top level
WG3Sim./Ver
WG4I/O
WG5Analog
WG6IPs
FE‐I5 (2016‐17) FE‐I5 (2016‐17) Particle physics ASICParticle physics ASIC Radiation Top level Sim./Ver I/O Analog IPs
Bari C A ABergamo-Pavia A C A BBonn C A A B B ACERN B(*) (*) A C(*) A B(*)
CPPM A B C C B AFermilab A B ALBNL B A B B A A
Particle physics ASIC260k pixels, 1G MOSFETs (~4,000/px)65nm 1 2V 0 5‐1 W/cm² >400mm²
Particle physics ASIC260k pixels, 1G MOSFETs (~4,000/px)65nm 1 2V 0 5‐1 W/cm² >400mm²
19 institutionsspecialized working groups
19 institutionsspecialized working groups
LPNHE Paris A B A ANIKHEF A A ANew Mexico APadova A APerugia B A BPisa B A A APSI B A C A ARAL B B A C
65nm, 1.2V, 0.5 1 W/cm , >400mmhigh complexity/functionality, DSPfor ATLAS vertex hybrid pixels
65nm, 1.2V, 0.5 1 W/cm , >400mmhigh complexity/functionality, DSPfor ATLAS vertex hybrid pixels
p g g p100 collaborators
(~50 ASIC designers)
p g g p100 collaborators
(~50 ASIC designers)
Torino C B C B A AUCSC C B C A
y py p
2X2 pixel unit2X2 pixel unitARCHITECTUREARCHITECTURE 2X2 pixel unit2X2 pixel unit
26
Compare to Evolution of MicroelectronicsCompare to Evolution of Microelectronics
10µ Xbox One5VL 10 µm 12Vfirst MOSFET
10G
100G
1µ
10µ6-core I7 FE-I53µm 5V
800nm
L
1.2µm 5V
engt
h L
250nm 100M
1G
rs /
die
100n VMM
hann
el le
130nmm
25
1M
10M
rans
isto
r
10n
sist
or c
h 1365nm
45nm32nm
28nm
10k
100k
1M
mbe
r of t
r
1n
FILASAMPLEX
first IC
Tran
s
1k
10k
Num
1960 1970 1980 1990 2000 2010 2020 2030 2040
Year
100
Front‐end ASICs keep pace, but with ~decade delay27
80
Front‐end ASICs / Year (Particle Physics)Front‐end ASICs / Year (Particle Physics)80
f f S C f
2013~ 60 FE (out of ~140)
60
gns
Number of front-end ASICs for PPrunning and in design ~ 35 FE in design
40
r of d
esig
20Num
ber
01980 1990 2000 2010 2020
0
Year arXiv:1307.3241
Exponential increase in demand for FE ASICs28
Advances in radiation detectors are tightlyParadigmParadigm
Advances in radiation detectors are tightly coupled to advances in front‐end ASICs
DemandDemand
ComplexityFE ASICs Complexity
Technology
FE ASICs
• Design resources must be increased• Collaborations must be promoted
29
Impact of R&D on Front‐End ASICs at BNLImpact of R&D on Front‐End ASICs at BNLYear Novel Circuit Collaborator Patent Publications Impact areas
1998 adaptive reset eV Products * * RHIC ATLAS NSLS Nonproliferation Security Medical1998 adaptive reset eV Products RHIC, ATLAS, NSLS, Nonproliferation, Security, Medical
1998 high order complex shaper eV Products * ATLAS, LBNE, LEGS, SANS, NSLS, Nonproliferation, Security, Medical
1999 band‐gap references R&D ATLAS, LBNE, LEGS, SANS, NSLS, Nonproliferation, Security, Medical
2001 multi‐phase peak detector R&D * * ATLAS upgrades, LEGS, SANS, NSLS, Nonproliferation, Security, Medical
2003 l i lk i d LEGS TPC * ATLAS d LEGS NSLS N lif i S i M di l2003 low time‐walk time detector LEGS TPC * ATLAS upgrades, LEGS, NSLS, Nonproliferation, Security, Medical
2003 neighboring logic LEGS TPC * ATLAS upgrades, LEGS
2004 peak‐detector derandomizer eV Products * * NSLS, Nonproliferation
2004 low voltage adaptive reset LEGS TPC * * ATLAS upgrades, LEGS, SANS, NSLS, Nonproliferation, Security, Medical
2005 coplanar grid time correction LANL * * Nonproliferation
2006 coplanar grid ampl. correction R&D * * Nonproliferation
2006 multi‐window photon counting eV Products * * NSLS, Medical
2006 current‐mode ADC He3 SANS * * SANS, ATLAS upgrades2006 current mode ADC He SANS SANS, ATLAS upgrades
2007 sub 10‐electron front‐end NASA * NSLS
2008 bipolar cathode timing DoD * * Nonproliferation
2010 threshold‐peak pile‐up rejector NASA * * NSLS
2011 delayed dissipative feedback ATLAS * * ATLAS upgrades NSLS Nonproliferation2011 delayed dissipative feedback ATLAS * * ATLAS upgrades, NSLS, Nonproliferation
2011 multiphase current‐mode ADC LBNE * * LBNE, ATLAS upgrades
2012 sub‐hysteresis discrimination ATLAS * * ATLAS upgrades
2013 current‐output peak detector ATLAS * * ATLAS upgrades
2016 low‐noise termination ATLAS * ATLAS upgrades
R&D
2011‐ cryogenic circuits R&D, Physics * LBNE, Neutrinoless, Dark matter, Nonproliferation, NSLS II
2011‐ flip‐chip interconnects R&D NSLSII, Nonproliferation, Neutrinoless
30
2013‐ 2D front‐ends R&D, NSLS * NSLSII, Nonproliferation, Physics
2013‐ ADCs for front‐ends R&D, SBU, LDRD? all areas
2014‐ Integrated DSP & SOC R&D, SBU all areas
commercialization
LAr Calorimeter P2 UpgradeLAr Calorimeter P2 Upgrade• Capacitance up to 2.5nF• Termination 25/50 • Current up to 10mA• Current up to 10mA• ENI 60nA rms• Linearity 0.2%
ATLAS LAr Calorimetery
• 180k channels
ns20@nA110RkT4
ENI 2/1R
Can we use a termination resistor? R P
is ZsZ0 = 50 Ω
transmission amplifier50 ΩSnR
31
lineamplifier
LAr Calorimeter Reference DesignLAr Calorimeter Reference Design
Newcomer ResciaNewcomer‐Rescia∙ TWEPP 2009https://inspirehep.net/record/1196637/files/ATL‐LARG‐PROC‐2009‐017 pdf
32
ENI 73nA @ 1nF/files/ATL LARG PROC 2009 017.pdf
HLC ‐ Fully‐Differential FE with Passive FeedbackRR
‐ vovi = ‐vo/N +
vn
+ ‐ ‐voinRii
‐vo/NC
• Input impedance Rin = R/(N+1)C∙(N‐1)
• Resistor noise 4kT/R << 4kT/Rin• Very stable termination (R, N indep. of signal current and active components)
• Fully‐differential output• High linearity, ENI<60nA G. De Geronimo33
ConclusionsConclusions
• Advances in radiation detectors are tightly coupled to advances in front‐end ASICs• Advances in radiation detectors are tightly coupled to advances in front‐end ASICs
• Successful ASIC design needs close collaboration with lead scientists and detector experts• Successful ASIC design needs close collaboration with lead scientists and detector expertslead scientists and detector experts
• Increase in demand, complexity and functionality
lead scientists and detector experts
• Increase in demand, complexity and functionality (towards front‐end systems‐on‐chip)
• Maintaining front‐end ASIC design capability requires
(towards front‐end systems‐on‐chip)
• Maintaining front‐end ASIC design capability requiresMaintaining front end ASIC design capability requires substantial increase in resourcesMaintaining front end ASIC design capability requires
substantial increase in resources
Brookhaven National Laboratory and the ATLAS Collaboration
AcknowledgmentAcknowledgmentBrookhaven National Laboratory and the ATLAS Collaboration
Kai Vetter (LBL)34