---
_id: '338'
abstract:
- lang: eng
text: The ample chemical and structural freedom of quaternary compounds permits
engineering materials that fulfill the requirements of a wide variety of applications.
In this work, the mechanisms to achieve unprecedented size, shape, and composition
control in quaternary nanocrystals are detailed. The described procedure allows
obtaining tetrahedral and penta-tetrahedral quaternary nanocrystals with tuned
size distributions and controlled compositions from a plethora of I 2-II-IV-VI
4 semiconductors.
acknowledgement: "This work was supported by the Spanish MICINN Projects MAT2008-05779,
MAT2008-03400-E/MAT, MAT2010-15138, ENE2008-03277-E/CON, CSD2009-00050, and CSD2009-00013.
M.I. thanks the Spanish MICINN for her Ph.D. grant. J.A. and R.Z. also acknowledge
Generalitat de Catalunya 2009-SGR-770 and XaRMAE. A.C. is grateful for financial
support through the Ramon y Cajal program of the Spanish MICINN.\r\n\r\n"
article_processing_charge: No
article_type: original
author:
- first_name: Maria
full_name: Ibáñez, Maria
id: 43C61214-F248-11E8-B48F-1D18A9856A87
last_name: Ibáñez
orcid: 0000-0001-5013-2843
- first_name: Reza
full_name: Zamani, Reza
last_name: Zamani
- first_name: Wenhua
full_name: Li, Wenhua
last_name: Li
- first_name: Alexey
full_name: Shavel, Alexey
last_name: Shavel
- first_name: Jordi
full_name: Arbiol, Jordi
last_name: Arbiol
- first_name: Joan
full_name: Morante, Joan
last_name: Morante
- first_name: Andreu
full_name: Cabot, Andreu
last_name: Cabot
citation:
ama: Ibáñez M, Zamani R, Li W, et al. Extending the nanocrystal synthesis control
to quaternary compositions. Crystal Growth and Design . 2012;12(3):1085-1090.
doi:10.1021/cg201709c
apa: Ibáñez, M., Zamani, R., Li, W., Shavel, A., Arbiol, J., Morante, J., &
Cabot, A. (2012). Extending the nanocrystal synthesis control to quaternary compositions.
Crystal Growth and Design . American Chemical Society (ACS). https://doi.org/10.1021/cg201709c
chicago: Ibáñez, Maria, Reza Zamani, Wenhua Li, Alexey Shavel, Jordi Arbiol, Joan
Morante, and Andreu Cabot. “Extending the Nanocrystal Synthesis Control to Quaternary
Compositions.” Crystal Growth and Design . American Chemical Society (ACS),
2012. https://doi.org/10.1021/cg201709c.
ieee: M. Ibáñez et al., “Extending the nanocrystal synthesis control to quaternary
compositions,” Crystal Growth and Design , vol. 12, no. 3. American Chemical
Society (ACS), pp. 1085–1090, 2012.
ista: Ibáñez M, Zamani R, Li W, Shavel A, Arbiol J, Morante J, Cabot A. 2012. Extending
the nanocrystal synthesis control to quaternary compositions. Crystal Growth and
Design . 12(3), 1085–1090.
mla: Ibáñez, Maria, et al. “Extending the Nanocrystal Synthesis Control to Quaternary
Compositions.” Crystal Growth and Design , vol. 12, no. 3, American Chemical
Society (ACS), 2012, pp. 1085–90, doi:10.1021/cg201709c.
short: M. Ibáñez, R. Zamani, W. Li, A. Shavel, J. Arbiol, J. Morante, A. Cabot,
Crystal Growth and Design 12 (2012) 1085–1090.
date_created: 2018-12-11T11:45:54Z
date_published: 2012-01-01T00:00:00Z
date_updated: 2021-01-12T07:43:05Z
day: '01'
doi: 10.1021/cg201709c
extern: '1'
intvolume: ' 12'
issue: '3'
language:
- iso: eng
month: '01'
oa_version: None
page: 1085 - 1090
publication: 'Crystal Growth and Design '
publication_status: published
publisher: American Chemical Society (ACS)
publist_id: '7488'
quality_controlled: '1'
status: public
title: Extending the nanocrystal synthesis control to quaternary compositions
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2012'
...
---
_id: '339'
abstract:
- lang: eng
text: A high-yield and upscalable colloidal synthesis route for the production of
quaternary I 2-II-IV-VI 4 nanocrystals, particularly stannite Cu 2+xCd 1-xSnSe
4, with narrow size distribution and precisely controlled composition is presented.
It is also shown here how the diversity of valences in the constituent elements
allows an effective control of their electrical conductivity through the adjustment
of the cation ratios. At the same time, while the crystallographic complexity
of quaternary chalcogenides is associated with intrinsically low thermal conductivities,
the reduction of the lattice dimensions to the nanoscale further reduces the materials
thermal conductivity. In the specific case of the stannite crystal structure,
a convenient slab distribution of the valence band maximum states permits a partial
decoupling of the p-type electrical conductivity from both the Seebeck coefficient
and the thermal conductivity. Combining these features, we demonstrate how an
initial optimization of the nanocrystals Cd/Cu ratio allowed us to obtain low-temperature
solution-processed materials with ZT values up to 0.71 at 685 K.
acknowledgement: This work was supported by the Spanish MICINN Projects MAT2008-05779,
MAT2008-03400-E/MAT, MAT2010-15138, ENE2008-03277-E/CON, CSD2009-00050. and CSD2009-00013.
M.I. and N.G.-C. thank the Spanish MICINN for the PhD grant. J.A. and R.Z. also
acknowledge Generalitat de Catalunya 2009-SGR-770 and XaRMAE. A.C. is thankful for
financial support through the Ramon y Cajal program of the Spanish MICINN. N.G.-C.
and J.D.P. are thankful for the computer resources, technical expertise and assistance
provided by the Barcelona Supercomputing Center - Centro Nacional de Supercomputación.
article_processing_charge: No
article_type: original
author:
- first_name: Maria
full_name: Ibáñez, Maria
id: 43C61214-F248-11E8-B48F-1D18A9856A87
last_name: Ibáñez
orcid: 0000-0001-5013-2843
- first_name: Doris
full_name: Cadavid, Doris
last_name: Cadavid
- first_name: Reza
full_name: Zamani, Reza
last_name: Zamani
- first_name: Nuria
full_name: García Castelló, Nuria
last_name: García Castelló
- first_name: Victora
full_name: Izquierdo Roca, Victora
last_name: Izquierdo Roca
- first_name: Wenhua
full_name: Li, Wenhua
last_name: Li
- first_name: Andrew
full_name: Fairbrother, Andrew
last_name: Fairbrother
- first_name: Joan
full_name: Prades, Joan
last_name: Prades
- first_name: Alexey
full_name: Shavel, Alexey
last_name: Shavel
- first_name: Jordi
full_name: Arbiol, Jordi
last_name: Arbiol
- first_name: Alejandro
full_name: Pérez Rodríguez, Alejandro
last_name: Pérez Rodríguez
- first_name: Joan
full_name: Morante, Joan
last_name: Morante
- first_name: Andreu
full_name: Cabot, Andreu
last_name: Cabot
citation:
ama: 'Ibáñez M, Cadavid D, Zamani R, et al. Composition control and thermoelectric
properties of quaternary chalcogenide nanocrystals: The case of stannite Cu2CdSnSe4.
Chemistry of Materials. 2012;24(3):562-570. doi:10.1021/cm2031812'
apa: 'Ibáñez, M., Cadavid, D., Zamani, R., García Castelló, N., Izquierdo Roca,
V., Li, W., … Cabot, A. (2012). Composition control and thermoelectric properties
of quaternary chalcogenide nanocrystals: The case of stannite Cu2CdSnSe4. Chemistry
of Materials. American Chemical Society. https://doi.org/10.1021/cm2031812'
chicago: 'Ibáñez, Maria, Doris Cadavid, Reza Zamani, Nuria García Castelló, Victora
Izquierdo Roca, Wenhua Li, Andrew Fairbrother, et al. “Composition Control and
Thermoelectric Properties of Quaternary Chalcogenide Nanocrystals: The Case of
Stannite Cu2CdSnSe4.” Chemistry of Materials. American Chemical Society,
2012. https://doi.org/10.1021/cm2031812.'
ieee: 'M. Ibáñez et al., “Composition control and thermoelectric properties
of quaternary chalcogenide nanocrystals: The case of stannite Cu2CdSnSe4,” Chemistry
of Materials, vol. 24, no. 3. American Chemical Society, pp. 562–570, 2012.'
ista: 'Ibáñez M, Cadavid D, Zamani R, García Castelló N, Izquierdo Roca V, Li W,
Fairbrother A, Prades J, Shavel A, Arbiol J, Pérez Rodríguez A, Morante J, Cabot
A. 2012. Composition control and thermoelectric properties of quaternary chalcogenide
nanocrystals: The case of stannite Cu2CdSnSe4. Chemistry of Materials. 24(3),
562–570.'
mla: 'Ibáñez, Maria, et al. “Composition Control and Thermoelectric Properties of
Quaternary Chalcogenide Nanocrystals: The Case of Stannite Cu2CdSnSe4.” Chemistry
of Materials, vol. 24, no. 3, American Chemical Society, 2012, pp. 562–70,
doi:10.1021/cm2031812.'
short: M. Ibáñez, D. Cadavid, R. Zamani, N. García Castelló, V. Izquierdo Roca,
W. Li, A. Fairbrother, J. Prades, A. Shavel, J. Arbiol, A. Pérez Rodríguez, J.
Morante, A. Cabot, Chemistry of Materials 24 (2012) 562–570.
date_created: 2018-12-11T11:45:54Z
date_published: 2012-01-31T00:00:00Z
date_updated: 2021-01-12T07:43:09Z
day: '31'
doi: 10.1021/cm2031812
extern: '1'
intvolume: ' 24'
issue: '3'
language:
- iso: eng
month: '01'
oa_version: None
page: 562 - 570
publication: Chemistry of Materials
publication_status: published
publisher: American Chemical Society
publist_id: '7489'
quality_controlled: '1'
status: public
title: 'Composition control and thermoelectric properties of quaternary chalcogenide
nanocrystals: The case of stannite Cu2CdSnSe4'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 24
year: '2012'
...
---
_id: '340'
abstract:
- lang: eng
text: 'A procedure for the continuous production of Cu 2ZnSnS 4 (CZTS) nanoparticles
with controlled composition is presented. CZTS nanoparticles were prepared through
the reaction of the metals'' amino complexes with elemental sulfur in a continuous-flow
reactor at moderate temperatures (300-330 °C). High-resolution transmission electron
microscopy and X-ray diffraction analysis showed the nanocrystals to have a crystallographic
structure compatible with that of the kesterite. Chemical characterization of
the materials showed the presence of the four elements in each individual nanocrystal.
Composition control was achieved by adjusting the solution flow rate through the
reactor and the proper choice of the nominal precursor concentration within the
flowing solution. Single-particle analysis revealed a composition distribution
within each sample, which was optimized at the highest synthesis temperatures
used. '
acknowledgement: This work was supported by the Spanish MICINN Projects MAT2008-05779,
MAT2008-03400-E/MAT, CDS2009-00050, CSD2009-00013, and ENE2008-03277-E/CON. M.I.
thanks the Spanish MICINN for her Ph.D. grant. A.C. is thankful for financial support
through the Ramón y Cajal Program.
article_processing_charge: No
article_type: original
author:
- first_name: Alexey
full_name: Shavel, Alexey
last_name: Shavel
- first_name: Doris
full_name: Cadavid, Doris
last_name: Cadavid
- first_name: Maria
full_name: Ibáñez, Maria
id: 43C61214-F248-11E8-B48F-1D18A9856A87
last_name: Ibáñez
orcid: 0000-0001-5013-2843
- first_name: Alex
full_name: Carrete, Alex
last_name: Carrete
- first_name: Andreu
full_name: Cabot, Andreu
last_name: Cabot
citation:
ama: Shavel A, Cadavid D, Ibáñez M, Carrete A, Cabot A. Continuous production of
Cu inf 2 inf ZnSnS inf 4 inf nanocrystals in a flow reactor. Journal of the
American Chemical Society. 2012;134(3):1438-1441. doi:10.1021/ja209688a
apa: Shavel, A., Cadavid, D., Ibáñez, M., Carrete, A., & Cabot, A. (2012). Continuous
production of Cu inf 2 inf ZnSnS inf 4 inf nanocrystals in a flow reactor. Journal
of the American Chemical Society. ACS. https://doi.org/10.1021/ja209688a
chicago: Shavel, Alexey, Doris Cadavid, Maria Ibáñez, Alex Carrete, and Andreu Cabot.
“Continuous Production of Cu Inf 2 Inf ZnSnS Inf 4 Inf Nanocrystals in a Flow
Reactor.” Journal of the American Chemical Society. ACS, 2012. https://doi.org/10.1021/ja209688a.
ieee: A. Shavel, D. Cadavid, M. Ibáñez, A. Carrete, and A. Cabot, “Continuous production
of Cu inf 2 inf ZnSnS inf 4 inf nanocrystals in a flow reactor,” Journal of
the American Chemical Society, vol. 134, no. 3. ACS, pp. 1438–1441, 2012.
ista: Shavel A, Cadavid D, Ibáñez M, Carrete A, Cabot A. 2012. Continuous production
of Cu inf 2 inf ZnSnS inf 4 inf nanocrystals in a flow reactor. Journal of the
American Chemical Society. 134(3), 1438–1441.
mla: Shavel, Alexey, et al. “Continuous Production of Cu Inf 2 Inf ZnSnS Inf 4 Inf
Nanocrystals in a Flow Reactor.” Journal of the American Chemical Society,
vol. 134, no. 3, ACS, 2012, pp. 1438–41, doi:10.1021/ja209688a.
short: A. Shavel, D. Cadavid, M. Ibáñez, A. Carrete, A. Cabot, Journal of the American
Chemical Society 134 (2012) 1438–1441.
date_created: 2018-12-11T11:45:54Z
date_published: 2012-01-02T00:00:00Z
date_updated: 2021-01-12T07:43:13Z
day: '02'
doi: 10.1021/ja209688a
extern: '1'
intvolume: ' 134'
issue: '3'
language:
- iso: eng
month: '01'
oa_version: None
page: 1438 - 1441
publication: Journal of the American Chemical Society
publication_status: published
publisher: ACS
publist_id: '7490'
quality_controlled: '1'
status: public
title: Continuous production of Cu inf 2 inf ZnSnS inf 4 inf nanocrystals in a flow
reactor
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 134
year: '2012'
...
---
_id: '345'
abstract:
- lang: eng
text: 'Nanocomposites are highly promising materials to enhance the efficiency of
current thermoelectric devices. A straightforward and at the same time highly
versatile and controllable approach to produce nanocomposites is the assembly
of solution-processed nanocrystal building blocks. The convenience of this bottom-up
approach to produce nanocomposites with homogeneous phase distributions and adjustable
composition is demonstrated here by blending Ag2Te and PbTe colloidal nanocrystals
to form Ag2Te–PbTe bulk nanocomposites. The thermoelectric properties of these
nanocomposites are analyzed in the temperature range from 300 to 700 K. The evolution
of their electrical conductivity and Seebeck coefficient is discussed in terms
of the blend composition and the characteristics of the constituent materials. '
acknowledgement: Acknowledgments The research was supported by the European Regional
Development Funds and the Spanish MICINN Projects MAT2008-05779, MAT2008-03400-E/MAT,
MAT2010-15138, MAT2010-21510, CSD2009-00050, and ENE2008-03277-E/CON. M.I. is grateful
to the Spanish MIC-INN for her PhD grant. A. Cirera acknowledges support from ICREA
Academia program. A. Cabot is grateful to the Spanish MICINN for financial support
through the Ramón y Cajal program.
article_processing_charge: No
article_type: original
author:
- first_name: Doris
full_name: Cadavid, Doris
last_name: Cadavid
- first_name: Maria
full_name: Ibáñez, Maria
id: 43C61214-F248-11E8-B48F-1D18A9856A87
last_name: Ibáñez
orcid: 0000-0001-5013-2843
- first_name: Stéphane
full_name: Gorsse, Stéphane
last_name: Gorsse
- first_name: Antonio
full_name: López, Antonio
last_name: López
- first_name: Albert
full_name: Cirera, Albert
last_name: Cirera
- first_name: Joan
full_name: Morante, Joan
last_name: Morante
- first_name: Andreu
full_name: Cabot, Andreu
last_name: Cabot
citation:
ama: 'Cadavid D, Ibáñez M, Gorsse S, et al. Bottom-up processing of thermoelectric
nanocomposites from colloidal nanocrystal building blocks: The case of Ag2Te–PbTe.
Journal of Nanoparticle Research. 2012;14(12). doi:10.1007/s11051-012-1328-0'
apa: 'Cadavid, D., Ibáñez, M., Gorsse, S., López, A., Cirera, A., Morante, J., &
Cabot, A. (2012). Bottom-up processing of thermoelectric nanocomposites from colloidal
nanocrystal building blocks: The case of Ag2Te–PbTe. Journal of Nanoparticle
Research. Kluwer. https://doi.org/10.1007/s11051-012-1328-0'
chicago: 'Cadavid, Doris, Maria Ibáñez, Stéphane Gorsse, Antonio López, Albert Cirera,
Joan Morante, and Andreu Cabot. “Bottom-up Processing of Thermoelectric Nanocomposites
from Colloidal Nanocrystal Building Blocks: The Case of Ag2Te–PbTe.” Journal
of Nanoparticle Research. Kluwer, 2012. https://doi.org/10.1007/s11051-012-1328-0.'
ieee: 'D. Cadavid et al., “Bottom-up processing of thermoelectric nanocomposites
from colloidal nanocrystal building blocks: The case of Ag2Te–PbTe,” Journal
of Nanoparticle Research, vol. 14, no. 12. Kluwer, 2012.'
ista: 'Cadavid D, Ibáñez M, Gorsse S, López A, Cirera A, Morante J, Cabot A. 2012.
Bottom-up processing of thermoelectric nanocomposites from colloidal nanocrystal
building blocks: The case of Ag2Te–PbTe. Journal of Nanoparticle Research. 14(12).'
mla: 'Cadavid, Doris, et al. “Bottom-up Processing of Thermoelectric Nanocomposites
from Colloidal Nanocrystal Building Blocks: The Case of Ag2Te–PbTe.” Journal
of Nanoparticle Research, vol. 14, no. 12, Kluwer, 2012, doi:10.1007/s11051-012-1328-0.'
short: D. Cadavid, M. Ibáñez, S. Gorsse, A. López, A. Cirera, J. Morante, A. Cabot,
Journal of Nanoparticle Research 14 (2012).
date_created: 2018-12-11T11:45:56Z
date_published: 2012-12-01T00:00:00Z
date_updated: 2021-01-12T07:43:32Z
day: '01'
doi: 10.1007/s11051-012-1328-0
extern: '1'
intvolume: ' 14'
issue: '12'
language:
- iso: eng
month: '12'
oa_version: None
publication: Journal of Nanoparticle Research
publication_status: published
publisher: Kluwer
publist_id: '7485'
quality_controlled: '1'
status: public
title: 'Bottom-up processing of thermoelectric nanocomposites from colloidal nanocrystal
building blocks: The case of Ag2Te–PbTe'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 14
year: '2012'
...
---
_id: '347'
abstract:
- lang: eng
text: 'A synthetic route for producing Cu 2ZnGeSe 4 nanocrystals with narrow size
distributions and controlled composition is presented. These nanocrystals were
used to produce densely packed nanomaterials by hot-pressing. From the characterization
of the thermoelectric properties of these nanomaterials, Cu 2ZnGeSe 4 is demonstrated
to show excellent thermoelectric properties. A very preliminary adjustment of
the nanocrystal composition has already resulted in a figure of merit of up to
0.55 at 450°C. '
acknowledgement: This work was supported by the Spanish MICINN Projects MAT2008-05779,
MAT2008-03400-E/MAT, MAT2010-15138, ENE2008-03277-E/CON, CSD2009-00050, and CSD2009-00013.
M.I. thanks the Spanish MICINN for her Ph.D. Grant. J.A. and R.Z. also acknowledge
Generalitat de Catalunya 2009-SGR-770 and XaRMAE. A.C. is thankful for financial
support through the Ramon y Cajal Program of the Spanish MICINN.
article_processing_charge: No
article_type: original
author:
- first_name: Maria
full_name: Ibáñez, Maria
id: 43C61214-F248-11E8-B48F-1D18A9856A87
last_name: Ibáñez
orcid: 0000-0001-5013-2843
- first_name: Reza
full_name: Zamani, Reza
last_name: Zamani
- first_name: Aaron
full_name: Lalonde, Aaron
last_name: Lalonde
- first_name: Doris
full_name: Cadavid, Doris
last_name: Cadavid
- first_name: Wenhua
full_name: Li, Wenhua
last_name: Li
- first_name: Alexey
full_name: Shavel, Alexey
last_name: Shavel
- first_name: Jordi
full_name: Arbiol, Jordi
last_name: Arbiol
- first_name: Joan
full_name: Morante, Joan
last_name: Morante
- first_name: Stéphane
full_name: Gorsse, Stéphane
last_name: Gorsse
- first_name: G Jeffrey
full_name: Snyder, G Jeffrey
last_name: Snyder
- first_name: Andreu
full_name: Cabot, Andreu
last_name: Cabot
citation:
ama: 'Ibáñez M, Zamani R, Lalonde A, et al. Cu 2ZnGeSe 4 nanocrystals: Synthesis
and thermoelectric properties. Journal of the American Chemical Society.
2012;134(9):4060-4063. doi:10.1021/ja211952z'
apa: 'Ibáñez, M., Zamani, R., Lalonde, A., Cadavid, D., Li, W., Shavel, A., … Cabot,
A. (2012). Cu 2ZnGeSe 4 nanocrystals: Synthesis and thermoelectric properties.
Journal of the American Chemical Society. ACS. https://doi.org/10.1021/ja211952z'
chicago: 'Ibáñez, Maria, Reza Zamani, Aaron Lalonde, Doris Cadavid, Wenhua Li, Alexey
Shavel, Jordi Arbiol, et al. “Cu 2ZnGeSe 4 Nanocrystals: Synthesis and Thermoelectric
Properties.” Journal of the American Chemical Society. ACS, 2012. https://doi.org/10.1021/ja211952z.'
ieee: 'M. Ibáñez et al., “Cu 2ZnGeSe 4 nanocrystals: Synthesis and thermoelectric
properties,” Journal of the American Chemical Society, vol. 134, no. 9.
ACS, pp. 4060–4063, 2012.'
ista: 'Ibáñez M, Zamani R, Lalonde A, Cadavid D, Li W, Shavel A, Arbiol J, Morante
J, Gorsse S, Snyder GJ, Cabot A. 2012. Cu 2ZnGeSe 4 nanocrystals: Synthesis and
thermoelectric properties. Journal of the American Chemical Society. 134(9), 4060–4063.'
mla: 'Ibáñez, Maria, et al. “Cu 2ZnGeSe 4 Nanocrystals: Synthesis and Thermoelectric
Properties.” Journal of the American Chemical Society, vol. 134, no. 9,
ACS, 2012, pp. 4060–63, doi:10.1021/ja211952z.'
short: M. Ibáñez, R. Zamani, A. Lalonde, D. Cadavid, W. Li, A. Shavel, J. Arbiol,
J. Morante, S. Gorsse, G.J. Snyder, A. Cabot, Journal of the American Chemical
Society 134 (2012) 4060–4063.
date_created: 2018-12-11T11:45:57Z
date_published: 2012-03-07T00:00:00Z
date_updated: 2021-01-12T07:43:40Z
day: '07'
doi: 10.1021/ja211952z
extern: '1'
intvolume: ' 134'
issue: '9'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://authors.library.caltech.edu/30261/
month: '03'
oa: 1
oa_version: None
page: 4060 - 4063
publication: Journal of the American Chemical Society
publication_status: published
publisher: ACS
publist_id: '7487'
quality_controlled: '1'
status: public
title: 'Cu 2ZnGeSe 4 nanocrystals: Synthesis and thermoelectric properties'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 134
year: '2012'
...
---
_id: '3836'
abstract:
- lang: eng
text: Hierarchical Timing Language (HTL) is a coordination language for distributed,
hard real-time applications. HTL is a hierarchical extension of Giotto and, like
its predecessor, based on the logical execution time (LET) paradigm of real-time
programming. Giotto is compiled into code for a virtual machine, called the EmbeddedMachine
(or E machine). If HTL is targeted to the E machine, then the hierarchicalprogram
structure needs to be flattened; the flattening makes separatecompilation difficult,
and may result in E machinecode of exponential size. In this paper, we propose
a generalization of the E machine, which supports a hierarchicalprogram structure
at runtime through real-time trigger mechanisms that are arranged in a tree. We
present the generalized E machine, and a modular compiler for HTL that generates
code of linear size. The compiler may generate code for any part of a given HTL
program separately in any order.
author:
- first_name: Arkadeb
full_name: Ghosal, Arkadeb
last_name: Ghosal
- first_name: Daniel
full_name: Iercan, Daniel
last_name: Iercan
- first_name: Christoph
full_name: Kirsch, Christoph
last_name: Kirsch
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Alberto
full_name: Sangiovanni Vincentelli, Alberto
last_name: Sangiovanni Vincentelli
citation:
ama: Ghosal A, Iercan D, Kirsch C, Henzinger TA, Sangiovanni Vincentelli A. Separate
compilation of hierarchical real-time programs into linear-bounded embedded machine
code. Science of Computer Programming. 2012;77(2):96-112. doi:10.1016/j.scico.2010.06.004
apa: Ghosal, A., Iercan, D., Kirsch, C., Henzinger, T. A., & Sangiovanni Vincentelli,
A. (2012). Separate compilation of hierarchical real-time programs into linear-bounded
embedded machine code. Science of Computer Programming. Elsevier. https://doi.org/10.1016/j.scico.2010.06.004
chicago: Ghosal, Arkadeb, Daniel Iercan, Christoph Kirsch, Thomas A Henzinger, and
Alberto Sangiovanni Vincentelli. “Separate Compilation of Hierarchical Real-Time
Programs into Linear-Bounded Embedded Machine Code.” Science of Computer Programming.
Elsevier, 2012. https://doi.org/10.1016/j.scico.2010.06.004.
ieee: A. Ghosal, D. Iercan, C. Kirsch, T. A. Henzinger, and A. Sangiovanni Vincentelli,
“Separate compilation of hierarchical real-time programs into linear-bounded embedded
machine code,” Science of Computer Programming, vol. 77, no. 2. Elsevier,
pp. 96–112, 2012.
ista: Ghosal A, Iercan D, Kirsch C, Henzinger TA, Sangiovanni Vincentelli A. 2012.
Separate compilation of hierarchical real-time programs into linear-bounded embedded
machine code. Science of Computer Programming. 77(2), 96–112.
mla: Ghosal, Arkadeb, et al. “Separate Compilation of Hierarchical Real-Time Programs
into Linear-Bounded Embedded Machine Code.” Science of Computer Programming,
vol. 77, no. 2, Elsevier, 2012, pp. 96–112, doi:10.1016/j.scico.2010.06.004.
short: A. Ghosal, D. Iercan, C. Kirsch, T.A. Henzinger, A. Sangiovanni Vincentelli,
Science of Computer Programming 77 (2012) 96–112.
date_created: 2018-12-11T12:05:26Z
date_published: 2012-02-01T00:00:00Z
date_updated: 2021-01-12T07:52:32Z
day: '01'
department:
- _id: ToHe
doi: 10.1016/j.scico.2010.06.004
intvolume: ' 77'
issue: '2'
language:
- iso: eng
month: '02'
oa_version: None
page: 96 - 112
publication: Science of Computer Programming
publication_status: published
publisher: Elsevier
publist_id: '2370'
quality_controlled: '1'
scopus_import: 1
status: public
title: Separate compilation of hierarchical real-time programs into linear-bounded
embedded machine code
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 77
year: '2012'
...
---
_id: '2972'
abstract:
- lang: eng
text: 'Energy parity games are infinite two-player turn-based games played on weighted
graphs. The objective of the game combines a (qualitative) parity condition with
the (quantitative) requirement that the sum of the weights (i.e., the level of
energy in the game) must remain positive. Beside their own interest in the design
and synthesis of resource-constrained omega-regular specifications, energy parity
games provide one of the simplest model of games with combined qualitative and
quantitative objectives. Our main results are as follows: (a) exponential memory
is sufficient and may be necessary for winning strategies in energy parity games;
(b) the problem of deciding the winner in energy parity games can be solved in
NP ∩ coNP; and (c) we give an algorithm to solve energy parity by reduction to
energy games. We also show that the problem of deciding the winner in energy parity
games is logspace-equivalent to the problem of deciding the winner in mean-payoff
parity games, which can thus be solved in NP ∩ coNP. As a consequence we also
obtain a conceptually simple algorithm to solve mean-payoff parity games.'
author:
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Laurent
full_name: Doyen, Laurent
last_name: Doyen
citation:
ama: Chatterjee K, Doyen L. Energy parity games. Theoretical Computer Science.
2012;458:49-60. doi:10.1016/j.tcs.2012.07.038
apa: Chatterjee, K., & Doyen, L. (2012). Energy parity games. Theoretical
Computer Science. Elsevier. https://doi.org/10.1016/j.tcs.2012.07.038
chicago: Chatterjee, Krishnendu, and Laurent Doyen. “Energy Parity Games.” Theoretical
Computer Science. Elsevier, 2012. https://doi.org/10.1016/j.tcs.2012.07.038.
ieee: K. Chatterjee and L. Doyen, “Energy parity games,” Theoretical Computer
Science, vol. 458. Elsevier, pp. 49–60, 2012.
ista: Chatterjee K, Doyen L. 2012. Energy parity games. Theoretical Computer Science.
458, 49–60.
mla: Chatterjee, Krishnendu, and Laurent Doyen. “Energy Parity Games.” Theoretical
Computer Science, vol. 458, Elsevier, 2012, pp. 49–60, doi:10.1016/j.tcs.2012.07.038.
short: K. Chatterjee, L. Doyen, Theoretical Computer Science 458 (2012) 49–60.
date_created: 2018-12-11T12:00:37Z
date_published: 2012-11-02T00:00:00Z
date_updated: 2023-02-23T11:45:29Z
day: '02'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.1016/j.tcs.2012.07.038
ec_funded: 1
external_id:
arxiv:
- '1001.5183'
file:
- access_level: open_access
checksum: 719e4a5af5a01ad3f2f7f7f05b3c2b09
content_type: application/pdf
creator: kschuh
date_created: 2019-02-06T11:56:22Z
date_updated: 2020-07-14T12:45:57Z
file_id: '5935'
file_name: 2012_Elsevier_Chatterjee.pdf
file_size: 351271
relation: main_file
file_date_updated: 2020-07-14T12:45:57Z
has_accepted_license: '1'
intvolume: ' 458'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '11'
oa: 1
oa_version: Published Version
page: 49 - 60
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
name: Microsoft Research Faculty Fellowship
publication: Theoretical Computer Science
publication_status: published
publisher: Elsevier
publist_id: '3736'
pubrep_id: '935'
quality_controlled: '1'
related_material:
record:
- id: '3851'
relation: earlier_version
status: public
scopus_import: 1
status: public
title: Energy parity games
tmp:
image: /images/cc_by_nc_nd.png
legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
(CC BY-NC-ND 4.0)
short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 458
year: '2012'
...
---
_id: '2967'
abstract:
- lang: eng
text: For programs whose data variables range over Boolean or finite domains, program
verification is decidable, and this forms the basis of recent tools for software
model checking. In this article, we consider algorithmic verification of programs
that use Boolean variables, and in addition, access a single read-only array whose
length is potentially unbounded, and whose elements range over an unbounded data
domain. We show that the reachability problem, while undecidable in general, is
(1) PSPACE-complete for programs in which the array-accessing for-loops are not
nested, (2) decidable for a restricted class of programs with doubly nested loops.
The second result establishes connections to automata and logics defining languages
over data words.
acknowledgement: This research was supported in part by the NSF Cybertrust award CNS
0524059, by the European Research Council (ERC) Advanced Investigator Grant QUAREM,
and by the Austrian Science Fund (FWF) project S11402-N23.
article_number: '27'
author:
- first_name: Rajeev
full_name: Alur, Rajeev
last_name: Alur
- first_name: Pavol
full_name: Cerny, Pavol
id: 4DCBEFFE-F248-11E8-B48F-1D18A9856A87
last_name: Cerny
- first_name: Scott
full_name: Weinstein, Scott
last_name: Weinstein
citation:
ama: Alur R, Cerny P, Weinstein S. Algorithmic analysis of array-accessing programs.
ACM Transactions on Computational Logic (TOCL). 2012;13(3). doi:10.1145/2287718.2287727
apa: Alur, R., Cerny, P., & Weinstein, S. (2012). Algorithmic analysis of array-accessing
programs. ACM Transactions on Computational Logic (TOCL). ACM. https://doi.org/10.1145/2287718.2287727
chicago: Alur, Rajeev, Pavol Cerny, and Scott Weinstein. “Algorithmic Analysis of
Array-Accessing Programs.” ACM Transactions on Computational Logic (TOCL).
ACM, 2012. https://doi.org/10.1145/2287718.2287727.
ieee: R. Alur, P. Cerny, and S. Weinstein, “Algorithmic analysis of array-accessing
programs,” ACM Transactions on Computational Logic (TOCL), vol. 13, no.
3. ACM, 2012.
ista: Alur R, Cerny P, Weinstein S. 2012. Algorithmic analysis of array-accessing
programs. ACM Transactions on Computational Logic (TOCL). 13(3), 27.
mla: Alur, Rajeev, et al. “Algorithmic Analysis of Array-Accessing Programs.” ACM
Transactions on Computational Logic (TOCL), vol. 13, no. 3, 27, ACM, 2012,
doi:10.1145/2287718.2287727.
short: R. Alur, P. Cerny, S. Weinstein, ACM Transactions on Computational Logic
(TOCL) 13 (2012).
date_created: 2018-12-11T12:00:36Z
date_published: 2012-08-01T00:00:00Z
date_updated: 2023-02-23T12:09:43Z
day: '01'
department:
- _id: ToHe
doi: 10.1145/2287718.2287727
ec_funded: 1
intvolume: ' 13'
issue: '3'
language:
- iso: eng
month: '08'
oa_version: None
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
publication: ACM Transactions on Computational Logic (TOCL)
publication_status: published
publisher: ACM
publist_id: '3748'
quality_controlled: '1'
related_material:
record:
- id: '4403'
relation: earlier_version
status: public
scopus_import: 1
status: public
title: Algorithmic analysis of array-accessing programs
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 13
year: '2012'
...
---
_id: '492'
abstract:
- lang: eng
text: 'Background: Characterizing root system architecture (RSA) is essential to
understanding the development and function of vascular plants. Identifying RSA-associated
genes also represents an underexplored opportunity for crop improvement. Software
tools are needed to accelerate the pace at which quantitative traits of RSA are
estimated from images of root networks.Results: We have developed GiA Roots (General
Image Analysis of Roots), a semi-automated software tool designed specifically
for the high-throughput analysis of root system images. GiA Roots includes user-assisted
algorithms to distinguish root from background and a fully automated pipeline
that extracts dozens of root system phenotypes. Quantitative information on each
phenotype, along with intermediate steps for full reproducibility, is returned
to the end-user for downstream analysis. GiA Roots has a GUI front end and a command-line
interface for interweaving the software into large-scale workflows. GiA Roots
can also be extended to estimate novel phenotypes specified by the end-user.Conclusions:
We demonstrate the use of GiA Roots on a set of 2393 images of rice roots representing
12 genotypes from the species Oryza sativa. We validate trait measurements against
prior analyses of this image set that demonstrated that RSA traits are likely
heritable and associated with genotypic differences. Moreover, we demonstrate
that GiA Roots is extensible and an end-user can add functionality so that GiA
Roots can estimate novel RSA traits. In summary, we show that the software can
function as an efficient tool as part of a workflow to move from large numbers
of root images to downstream analysis.'
article_number: '116'
article_processing_charge: No
author:
- first_name: Taras
full_name: Galkovskyi, Taras
last_name: Galkovskyi
- first_name: Yuriy
full_name: Mileyko, Yuriy
last_name: Mileyko
- first_name: Alexander
full_name: Bucksch, Alexander
last_name: Bucksch
- first_name: Brad
full_name: Moore, Brad
last_name: Moore
- first_name: Olga
full_name: Symonova, Olga
id: 3C0C7BC6-F248-11E8-B48F-1D18A9856A87
last_name: Symonova
- first_name: Charles
full_name: Price, Charles
last_name: Price
- first_name: Chrostopher
full_name: Topp, Chrostopher
last_name: Topp
- first_name: Anjali
full_name: Iyer Pascuzzi, Anjali
last_name: Iyer Pascuzzi
- first_name: Paul
full_name: Zurek, Paul
last_name: Zurek
- first_name: Suqin
full_name: Fang, Suqin
last_name: Fang
- first_name: John
full_name: Harer, John
last_name: Harer
- first_name: Philip
full_name: Benfey, Philip
last_name: Benfey
- first_name: Joshua
full_name: Weitz, Joshua
last_name: Weitz
citation:
ama: 'Galkovskyi T, Mileyko Y, Bucksch A, et al. GiA Roots: Software for the high
throughput analysis of plant root system architecture. BMC Plant Biology.
2012;12. doi:10.1186/1471-2229-12-116'
apa: 'Galkovskyi, T., Mileyko, Y., Bucksch, A., Moore, B., Symonova, O., Price,
C., … Weitz, J. (2012). GiA Roots: Software for the high throughput analysis of
plant root system architecture. BMC Plant Biology. BioMed Central. https://doi.org/10.1186/1471-2229-12-116'
chicago: 'Galkovskyi, Taras, Yuriy Mileyko, Alexander Bucksch, Brad Moore, Olga
Symonova, Charles Price, Chrostopher Topp, et al. “GiA Roots: Software for the
High Throughput Analysis of Plant Root System Architecture.” BMC Plant Biology.
BioMed Central, 2012. https://doi.org/10.1186/1471-2229-12-116.'
ieee: 'T. Galkovskyi et al., “GiA Roots: Software for the high throughput
analysis of plant root system architecture,” BMC Plant Biology, vol. 12.
BioMed Central, 2012.'
ista: 'Galkovskyi T, Mileyko Y, Bucksch A, Moore B, Symonova O, Price C, Topp C,
Iyer Pascuzzi A, Zurek P, Fang S, Harer J, Benfey P, Weitz J. 2012. GiA Roots:
Software for the high throughput analysis of plant root system architecture. BMC
Plant Biology. 12, 116.'
mla: 'Galkovskyi, Taras, et al. “GiA Roots: Software for the High Throughput Analysis
of Plant Root System Architecture.” BMC Plant Biology, vol. 12, 116, BioMed
Central, 2012, doi:10.1186/1471-2229-12-116.'
short: T. Galkovskyi, Y. Mileyko, A. Bucksch, B. Moore, O. Symonova, C. Price, C.
Topp, A. Iyer Pascuzzi, P. Zurek, S. Fang, J. Harer, P. Benfey, J. Weitz, BMC
Plant Biology 12 (2012).
date_created: 2018-12-11T11:46:46Z
date_published: 2012-07-26T00:00:00Z
date_updated: 2022-08-25T14:59:17Z
day: '26'
ddc:
- '005'
- '514'
- '516'
doi: 10.1186/1471-2229-12-116
extern: '1'
file:
- access_level: open_access
checksum: 0c629e36acd5f2878ff7dd088d67d494
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:12:35Z
date_updated: 2020-07-14T12:46:35Z
file_id: '4953'
file_name: IST-2018-946-v1+1_2012_Symonova_GiA_Roots.pdf
file_size: 1691436
relation: main_file
file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: ' 12'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: BMC Plant Biology
publication_status: published
publisher: BioMed Central
publist_id: '7328'
pubrep_id: '946'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'GiA Roots: Software for the high throughput analysis of plant root system
architecture'
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2012'
...
---
_id: '493'
abstract:
- lang: eng
text: 'The BCI competition IV stands in the tradition of prior BCI competitions
that aim to provide high quality neuroscientific data for open access to the scientific
community. As experienced already in prior competitions not only scientists from
the narrow field of BCI compete, but scholars with a broad variety of backgrounds
and nationalities. They include high specialists as well as students.The goals
of all BCI competitions have always been to challenge with respect to novel paradigms
and complex data. We report on the following challenges: (1) asynchronous data,
(2) synthetic, (3) multi-class continuous data, (4) sessionto-session transfer,
(5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after
past competitions, our hope is that winning entries may enhance the analysis methods
of future BCIs.'
acknowledgement: "The studies were in part or completely supported by the Bundesministerium
für Bildung und Forschung (BMBF), Fkz 01IB001A, 01GQ0850, by the German Science
Foundation (DFG, contract MU 987/3-2), by the European ICT Programme Projects FP7-224631
and 216886, the World Class University Program through the National Research Foundation
of Korea funded by the Ministry of Education, Science, and Technology (Grant R31-10008),
the US Army Research Office [W911NF-08-1-0216 (Gerwin Schalk) and W911NF-07-1-0415
(Gerwin Schalk)] and the NIH [EB006356 (Gerwin Schalk) and EB000856 (Gerwin Schalk),
the WIN-Kolleg of the Heidelberg Academy of Sciences and Humanities, German Federal
Ministry of Education and Research grants 01GQ0420, 01GQ0761, 01GQ0762, and 01GQ0830,
German Research Foundation grants 550/B5 and C6, and by a scholarship from the German
National Academic Foundation. This paper only reflects the authors’ views and funding
agencies are not liable for any use that may be made of the information contained
herein.\r\n"
article_number: '55'
author:
- first_name: Michael
full_name: Tangermann, Michael
last_name: Tangermann
- first_name: Klaus
full_name: Müller, Klaus
last_name: Müller
- first_name: Ad
full_name: Aertsen, Ad
last_name: Aertsen
- first_name: Niels
full_name: Birbaumer, Niels
last_name: Birbaumer
- first_name: Christoph
full_name: Braun, Christoph
last_name: Braun
- first_name: Clemens
full_name: Brunner, Clemens
last_name: Brunner
- first_name: Robert
full_name: Leeb, Robert
last_name: Leeb
- first_name: Carsten
full_name: Mehring, Carsten
last_name: Mehring
- first_name: Kai
full_name: Miller, Kai
last_name: Miller
- first_name: Gernot
full_name: Müller Putz, Gernot
last_name: Müller Putz
- first_name: Guido
full_name: Nolte, Guido
last_name: Nolte
- first_name: Gert
full_name: Pfurtscheller, Gert
last_name: Pfurtscheller
- first_name: Hubert
full_name: Preissl, Hubert
last_name: Preissl
- first_name: Gerwin
full_name: Schalk, Gerwin
last_name: Schalk
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Carmen
full_name: Vidaurre, Carmen
last_name: Vidaurre
- first_name: Stephan
full_name: Waldert, Stephan
last_name: Waldert
- first_name: Benjamin
full_name: Blankertz, Benjamin
last_name: Blankertz
citation:
ama: Tangermann M, Müller K, Aertsen A, et al. Review of the BCI competition IV.
Frontiers in Neuroscience. 2012;6. doi:10.3389/fnins.2012.00055
apa: Tangermann, M., Müller, K., Aertsen, A., Birbaumer, N., Braun, C., Brunner,
C., … Blankertz, B. (2012). Review of the BCI competition IV. Frontiers in
Neuroscience. Frontiers Research Foundation. https://doi.org/10.3389/fnins.2012.00055
chicago: Tangermann, Michael, Klaus Müller, Ad Aertsen, Niels Birbaumer, Christoph
Braun, Clemens Brunner, Robert Leeb, et al. “Review of the BCI Competition IV.”
Frontiers in Neuroscience. Frontiers Research Foundation, 2012. https://doi.org/10.3389/fnins.2012.00055.
ieee: M. Tangermann et al., “Review of the BCI competition IV,” Frontiers
in Neuroscience, vol. 6. Frontiers Research Foundation, 2012.
ista: Tangermann M, Müller K, Aertsen A, Birbaumer N, Braun C, Brunner C, Leeb R,
Mehring C, Miller K, Müller Putz G, Nolte G, Pfurtscheller G, Preissl H, Schalk
G, Schlögl A, Vidaurre C, Waldert S, Blankertz B. 2012. Review of the BCI competition
IV. Frontiers in Neuroscience. 6, 55.
mla: Tangermann, Michael, et al. “Review of the BCI Competition IV.” Frontiers
in Neuroscience, vol. 6, 55, Frontiers Research Foundation, 2012, doi:10.3389/fnins.2012.00055.
short: M. Tangermann, K. Müller, A. Aertsen, N. Birbaumer, C. Braun, C. Brunner,
R. Leeb, C. Mehring, K. Miller, G. Müller Putz, G. Nolte, G. Pfurtscheller, H.
Preissl, G. Schalk, A. Schlögl, C. Vidaurre, S. Waldert, B. Blankertz, Frontiers
in Neuroscience 6 (2012).
date_created: 2018-12-11T11:46:46Z
date_published: 2012-07-13T00:00:00Z
date_updated: 2021-01-12T08:01:03Z
day: '13'
ddc:
- '004'
department:
- _id: ScienComp
- _id: PeJo
doi: 10.3389/fnins.2012.00055
file:
- access_level: open_access
checksum: 195238221c4b0b0f4035f6f6c16ea17c
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:18:34Z
date_updated: 2020-07-14T12:46:35Z
file_id: '5356'
file_name: IST-2018-945-v1+1_2012_Schloegl_Review_of.pdf
file_size: 2693701
relation: main_file
file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: ' 6'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: Frontiers in Neuroscience
publication_status: published
publisher: Frontiers Research Foundation
publist_id: '7327'
pubrep_id: '945'
quality_controlled: '1'
scopus_import: 1
status: public
title: Review of the BCI competition IV
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 6
year: '2012'
...