DD
D. Dutta
3 records found
1
High-frequency Characterization and Modeling of CMOS Transistors at Cryogenic Temperature
An Artificial Neural Network Based Approach
Master thesis
(2023)
-
D.
Dutta
(author),
F.
Sebastiano
(mentor)
To fulfill the vision of scalable quantum computers, cryogenic CMOS is a promising technology to implement the electronic interface for large-scale quantum processors. Research over the years has shown performance improvements in CMOS transistors in commercially viable technology
...
To fulfill the vision of scalable quantum computers, cryogenic CMOS is a promising technology to implement the electronic interface for large-scale quantum processors. Research over the years has shown performance improvements in CMOS transistors in commercially viable technology at cryogenic temperatures. While the physics behind the operation of CMOS transistors in cryogenic temperature is known to a great extent, a full-scale compact model is yet not widely available for deep cryogenic temperatures at which qubits operate. For the design of circuits that can be placed in close proximity to qubits, a compatible model needs to be built. In recent years some effort has been made in this direction but most of these are related to DC behavior of the transistor. Very limited work is available that model the RF behavior of transistors at cryogenic temperature across a wide range of bias conditions. As an alternative to a complex physics-based compact model, in this work, we have explored the use of artificial neural networks to model the behavior of CMOS transistors in advanced technology nodes. While a non-linear charge-based model using Adjoint-ANN for deep cryogenic temperature has already been shown as an effective approach, we extend the idea of using ANN to facilitate a model of the CMOS transistors. Transistors from 22nm FDSOI technology were characterized for their S-parameter response at room temperature and 4K for this work.
Journal article
(2010)
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B.C.
Arnold
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B.C.
Arnold
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G
Chen
(author),
G
Chen
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D.
Kong
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D.
Kong
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H.
Park
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H.
Park
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D.
Son
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D.
Son
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S.
SONG
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S.
SONG
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S.
Jung
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S.
Jung
(author),
B.C.
Hong
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B.C.
Hong
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H.
Kim
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H.
Kim
(author),
J.H.
Kim
(author),
J.H.
Kim
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K.S.
Lee
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K.S.
Lee
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S.
Park
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S.
Park
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H
Chen
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H
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J.
Kim
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J.
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M.
Choi
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M.
Choi
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G.
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G.
Hahn
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S.
Choi
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S.
Choi
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YH
Choi
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Choi
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J.L.
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J.L.
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H.
Jeong
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T.
Kim
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T.
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J
Lee
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J
Lee
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S
Lee
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S
Lee
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C.
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C.
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P.I.
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P.I.
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J.
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J.
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M.
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M.
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M.
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I.
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I.
Ahmed
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I.
Ahmed
(author),
M.S.
Asghar
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M.S.
Asghar
(author),
M.S.
Asghar
(author),
M.A.A.
Awan
(author),
M.A.A.
Awan
(author),
M.A.A.
Awan
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I.
Hussain
(author),
I.
Hussain
(author),
I.
Hussain
(author),
M.W.
Khan
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M.W.
Khan
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M.W.
Khan
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S.
Muhammad
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S.
Muhammad
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S.
Muhammad
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H.
Shahzad
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H.
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H.
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D.
Liang
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D.
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P.M.
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P.M.
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A.E.
David
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A.E.
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P
Ribeiro
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PGR
Silva
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PGR
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M.
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M.
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M.
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M.
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A.
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A.
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A.J.
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B.
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V.
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M.
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J.I.
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D.
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M.
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R.J.
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R.J.
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F.E.
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M.
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M.
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L.
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F.A.
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A.J.H.
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A.J.H.
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Y.
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E.
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W.
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W.
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A.C.S.
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Y.
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R.
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R.
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J
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C.C.
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C.C.
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Charlie
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M.
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M.
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M.
Kaya
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M.
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M.
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M.O.
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M.O.
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M.O.
Kaya
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M.O.
Kaya
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N.O.
Sonmez
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N.O.
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N.O.
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N.O.
Sonmez
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T.O.C.
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J.P.
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J.P.
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A.V.
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R.E.
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M.
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M.
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J.N.V.
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J.N.V.
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M.
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M.
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J.H.C.
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A.
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A.
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H.
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X.
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W.
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W.
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W.Y.
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S.
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P.
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P.
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J.G.
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H.Y.
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H.Y.
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D.M.J.
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L.
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L.
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S.
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S.
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Y.
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M.K.P.
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C.
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C.
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J.
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J.
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C.O.S.
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K.A.
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R.V.
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S.
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N.Q.
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S.J.
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T.K.
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A.
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D.J.
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M.
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Y.
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Y.
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W
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W
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Commissioning studies of the CMS hadron calorimeter have identified sporadic uncharacteristic noise and a small number of malfunctioning calorimeter channels. Algorithms have been developed to identify and address these problems in the data. The methods have been tested on cosmic
...
Commissioning studies of the CMS hadron calorimeter have identified sporadic uncharacteristic noise and a small number of malfunctioning calorimeter channels. Algorithms have been developed to identify and address these problems in the data. The methods have been tested on cosmic ray muon data, calorimeter noise data, and single beam data collected with CMS in 2008. The noise rejection algorithms can be applied to LHC collision data at the trigger level or in the offline analysis. The application of the algorithms at the trigger level is shown to remove 90% of noise events with fake missing transverse energy above 100 GeV, which is sufficient for the CMS physics trigger operation.
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The CMS Hadron Calorimeter in the barrel, endcap and forward regions is fully commissioned. Cosmic ray data were taken with and without magnetic field at the surface hall and after installation in the experimental hall, hundred meters underground. Various measurements were also p
...
The CMS Hadron Calorimeter in the barrel, endcap and forward regions is fully commissioned. Cosmic ray data were taken with and without magnetic field at the surface hall and after installation in the experimental hall, hundred meters underground. Various measurements were also performed during the few days of beam in the LHC in September 2008. Calibration parameters were extracted, and the energy response of the HCAL determined from test beam data has been checked.
@en