A new technique to analyze random telegraph noise (RTN) is proposed. It has been used for the analysis of current versus time measurements performed on Ni/HfO2/Si-n+-based resistive random access memories. The method allows us to study current-time traces with a massive number of data without losing the capability of dealing with background noise and discriminating the active defects responsible for current fluctuations. A comparison of this algorithm with the previous ones is given in terms of computing time and RTN description accuracy. The computing efficiency and the validity of the model have been proved, and therefore, it is feasible to propose applications for real time analysis making use of this new algorithm.

1.
F.
Pan
,
S.
Gao
,
C.
Chen
,
C.
Song
, and
F.
Zeng
,
Mater. Sci. Eng.
83
,
1
(
2014
).
2.
M.
Lanza
,
Materials
7
,
2155
(
2014
).
3.
D.
Ielmini
and
R.
Waser
,
Resistive Switching from Fundamentals of Nanoionic Redox Processes to Memristive Device Applications
(
Wiley-VCH Verlag GmbH & Co.
,
KGaA, Weinheim, Germany
,
2016
).
4.
M.
Lanza
,
G.
Bersuker
,
M.
Porti
,
E.
Miranda
,
M.
Nafría
, and
X.
Aymerich
,
Appl. Phys. Lett.
101
,
193502
(
2012
).
5.
M. A.
Villena
,
J. B.
Roldán
,
F.
Jiménez-Molinos
,
E.
Miranda
,
J.
Suñé
, and
M.
Lanza
,
J. Comput. Electron.
16
,
1095
(
2017
).
6.
Nanoelectronics and Information Technology
, edited by
R.
Waser
, 3rd ed. (
Wiley
,
Berlin
,
2012
).
7.
R.
Waser
and
M.
Aono
,
Nat. Mater.
6
,
833
(
2007
).
8.
S.
Yu
,
Y.
Wu
,
R.
Jeyasingh
,
D.
Kuzum
, and
H.-S.
Wong
,
IEEE Trans. Electron Devices
58
,
2729
(
2011
).
9.
Neuro-inspired Computing Using Resistive Synaptic Devices
, edited by
S.
Yu
(
Springer
,
Gewerbestrasse, Cham, Switzerland
,
2017
).
10.
J.
Zahurak
 et al,
IEEE International Electron Devices Meeting (IEDM)
, San Francisco, CA, 15–17 December 2014 (IEEE, 2014), pp. 6.2.1–6.2.4.
11.
T. Y.
Liu
 et al,
IEEE J. Solid-State Circuits
49
,
140
(
2014
).
12.
A.
Kawahara
 et al,
IEEE J. Solid-State Circuits
48
,
178
(
2013
).
13.
H.-S. P.
Wong
,
H.-Y.
Lee
,
S.
Yu
,
Y.-S.
Chen
,
Y.
Wu
,
P.-S.
Chen
,
B.
Lee
,
F.
Chen
, and
M.-J.
Tsai
,
Proc. IEEE
100
,
1951
(
2012
).
14.
S.
Aldana
,
P.
García-Fernández
,
A.
Rodríguez-Fernández
,
R.
Romero-Zaliz
,
M. B.
González
,
F.
Jiménez-Molinos
,
F.
Campabadal
,
F.
Gómez-Campos
, and
J. B.
Roldán
,
J. Phys. D
50
,
335103
(
2017
).
15.
J.
Guy
 et al,
IEEE Trans. Electron Devices
62
,
3482
(
2015
).
16.
A.
Padovani
,
L.
Larcher
,
O.
Pirrotta
,
L.
Vandelli
, and
G.
Bersuker
,
IEEE Trans. Electron Devices
62
,
1998
(
2015
).
17.
S.
Aldana
,
J. B.
Roldán
,
P.
García-Fernández
,
J.
Suñe
,
R.
Romero-Zaliz
,
F.
Jiménez-Molinos
,
S.
Long
,
F.
Gómez-Campos
, and
M.
Liu
,
J. Appl. Phys.
123
,
154501
(
2018
).
18.
M.
Bocquet
,
D.
Deleruyelle
,
C.
Muller
, and
J. M.
Portal
,
Appl. Phys. Lett.
98
,
263507
(
2011
).
19.
S.
Menzel
,
P.
Kaupmann
, and
R.
Waser
,
Nanoscale
7
,
12673
(
2015
).
20.
M. A.
Villena
,
J. B.
Roldán
,
M. B.
González
,
P.
González-Rodelas
,
F.
Jiménez-Molinos
,
F.
Campabadal
, and
D.
Barrera
,
Solid State Electron.
118
,
56
(
2016
).
21.
M. A.
Villena
,
M. B.
González
,
J. B.
Roldán
,
F.
Campabadal
,
F.
Jiménez-Molinos
,
F. M.
Gómez-Campos
, and
J.
Suñé
,
Solid State Electron.
111
,
47
(
2015
).
22.
M. A.
Villena
,
M. B.
González
,
F.
Jiménez-Molinos
,
F.
Campabadal
,
J. B.
Roldán
,
J.
Suñé
,
E.
Romera
, and
E.
Miranda
,
J. Appl. Phys.
115
,
214504
(
2014
).
23.
J. B.
Roldán
,
E.
Miranda
,
G.
González-Cordero
,
P.
García-Fernández
,
R.
Romero-Zaliz
,
P.
González-Rodelas
,
A. M.
Aguilera
,
M. B.
González
, and
F.
Jiménez-Molinos
,
J. Appl. Phys.
123
,
014501
(
2018
).
24.
Z.
Jiang
,
S.
Yu
,
Y.
Wu
,
J. H.
Engel
,
X.
Guan
, and
H.-S. P.
Wong
,
International Conference on Simulation of Semiconductor Processes and Devices (SISPAD)
, Yokohama, Japan, 9–11 September 2014 (
IEEE
,
Yokohama, Japan
, 2014), p. 41.
25.
P.
Huang
 et al,
IEEE Trans. Electron Devices
60
,
4090
(
2013
).
26.
G.
González-Cordero
,
F.
Jiménez-Molinos
,
J. B.
Roldan
,
M. B.
González
, and
F.
Campabadal
,
J. Vac. Sci. Technol. B
35
,
01A110
(
2017
).
27.
G.
González-Cordero
,
J. B.
Roldan
, and
F.
Jiménez-Molinos
,
XXXI edition of the Design of Circuits and Integrated Systems Conference (DCIS)
, Granada, Spain, 23–25 November 2016 (
IEEE
,
Granada, Spain
,
2016
).
28.
X.
Guan
,
Y.
Shimeng
, and
H.-S.
Philip Wong
,
IEEE Electron Device Lett.
33
,
1405
(
2012
).
29.
M.
Bocquet
,
D.
Deleruyelle
,
H.
Aziza
,
C.
Muller
,
J.
Portal
,
T.
Cabout
, and
E.
Jalaguier
,
IEEE Trans. Electron Devices
61
,
674
(
2014
).
30.
D.
Panda
,
P. P
Sahu
, and
T.Y.
Tseng
,
Nanoscale Res. Lett
13
,
8
(
2018
).
31.
F. M.
Puglisi
,
P.
Pavan
,
A.
Padovani
,
L.
Larcher
, and
G.
Bersuker
,
Solid State Electron.
84
,
160
(
2013
).
32.
Z.
Chai
 et al,
IEEE Electron Device Lett.
39
,
955
(
2018
).
33.
D.
Arumí
,
S.
Manich
,
R.
Rodríguez-Montañés
, and
M.
Pehl
,
Conference on Design of Circuits and Integrated Systems (DCIS)
,
Granada, Spain
,
23–25 November 2016
(
IEEE
,
Granada, Spain
,
2016)
, pp.
1
6
.
34.
Z.
Wei
 et al,
IEEE International Electron Devices Meeting (IEDM)
, San Francisco, CA, USA, 3–7 December 2016 (IEEE, San Francisco, CA, 2016), pp. 4.8.1–4.8.4.
35.
F.M.
Puglisi
,
N.
Zagni
,
L.
Larcher
, and
P.
Pavan
,
IEEE Trans. Electron Devices
65
,
2964
(
2018
).
36.
T.
Nagumo
,
K.
Takeuchi
,
S.
Yokogawa
,
K.
Imai
, and
Y.
Hayashi
,
IEEE International Electron Devices Meeting (IEDM),
Baltimore, MD, 7–9 December 2009 (IEEE, 2009), p. 32.1.1.
37.
J.
Martin-Martinez
,
J.
Diaz
,
R.
Rodriguez
,
M.
Nafria
, and
X.
Aymerich
,
IEEE Electron Device Lett.
35
,
479
(
2014
).
38.
J.
Martin-Martinez
,
J.
Diaz
,
R.
Rodriguez
,
M.
Nafria
,
X.
Aymerich
,
E.
Roca
,
F. V.
Fernández
, and
A.
Rubio
, Proceedings of 5th European Workshop on CMOS Variability (VARI), Palma de Mallorca, Spain, 29 September–1 October 2014 (IEEE, 2014), p. 1.
39.
C.
Márquez
,
N.
Rodríguez
,
F.
Gámiz
,
R.
Ruiz
, and
A.
Ohata
,
Solid State Electron.
117
,
60
(
2016
).
40.
M. B.
Gonzalez
,
J.
Martin-Martinez
,
M.
Maestro
,
M. C.
Acero
,
M.
Nafría
, and
F.
Campabadal
,
IEEE Trans. Electron Devices
63
,
3116
(
2016
).
41.
M.
Maestro
,
J.
Martin-Martinez
,
J.
Diaz
,
A.
Crespo-Yepes
,
M. B.
Gonzalez
,
R.
Rodriguez
,
F.
Campabadal
,
M.
Nafria
, and
X.
Aymerich
,
Microelectron. Eng.
147
,
176
(
2015
).
42.
M. B.
Gonzalez
,
J. M.
Rafí
,
O.
Beldarrain
,
M.
Zabala
, and
F.
Campabadal
,
IEEE Trans. Device Mater. Reliab.
14
,
769
(
2014
).
43.
M. B.
Gonzalez
,
J.
Martin-Martinez
,
R.
Rodriguez
,
M. C.
Acero
,
M.
Nafria
,
F.
Campabadal
, and
X.
Aymerich
,
Microelectron. Eng.
147
,
59
(
2015
).
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