Skip to main content

2017 | OriginalPaper | Buchkapitel

Modeling Information Processing Using Nonidentical Coulomb Blockade Nanostructures

verfasst von : Javier Cervera, José M. Claver, Salvador Mafé

Erschienen in: Molecular Architectonics

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In recent years, molecular-protected metallic nanoparticles (NPs) have attracted a great deal of attention. Because of their reduced size, they behave like tiny capacitors so that there is an energy penalty when adding an electron to the NP which suppresses the electric current at a potential lower than a threshold value. This phenomenon is known as Coulomb blockade (CB) and allows the transport of electrons to be modulated through an external gate provided that the energy penalty is higher than the thermal energy. Together with the possibility of tailoring their properties, molecular protected NPs are potential candidates as future components of high density, low consumption electronics. However, they face a number of problems before they can be considered as a technological viable option. To be used at room temperatures, NPs radii need to be in the nanometer range, and then fabrication processes lead to significant variability in the NPs physical properties. We use here two systems, a XOR gate and a R-SET model which mimics some characteristics of neurons, to show strategies that may be used to cope with the variability problem so that a robust information processing can be achieved despite using nominally different components.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Allan, A., Edenfeld, D., Joyner, W.H., Kahng, A.B., Rodgers, M., Zorian, Y.: 2001 technology roadmap for semiconductors. Computer 35, 42–53 (2002). doi:10.1109/2.976918 CrossRef Allan, A., Edenfeld, D., Joyner, W.H., Kahng, A.B., Rodgers, M., Zorian, Y.: 2001 technology roadmap for semiconductors. Computer 35, 42–53 (2002). doi:10.​1109/​2.​976918 CrossRef
3.
Zurück zum Zitat Bichler, O., Zhao, W., Alibart, F., Pleutin, S., Vuillaume, D., Gamrat, C.: Functional model of a nanoparticle organic memory transistor for use as a spiking synapse. IEEE Trans. Electron Devices 57(11), 3115–3122 (2010). doi:10.1109/TED.2010.2065951 Bichler, O., Zhao, W., Alibart, F., Pleutin, S., Vuillaume, D., Gamrat, C.: Functional model of a nanoparticle organic memory transistor for use as a spiking synapse. IEEE Trans. Electron Devices 57(11), 3115–3122 (2010). doi:10.​1109/​TED.​2010.​2065951
5.
Zurück zum Zitat Brousseau, L.C., Zhao, Q., Shultz, D.A., Feldheim, D.L.: ph-gated single-electron tunneling in chemically modified gold nanoclusters. J. Am. Chem. Soc. 120(30), 7645–7646 (1998). doi:10.1021/ja981262s CrossRef Brousseau, L.C., Zhao, Q., Shultz, D.A., Feldheim, D.L.: ph-gated single-electron tunneling in chemically modified gold nanoclusters. J. Am. Chem. Soc. 120(30), 7645–7646 (1998). doi:10.​1021/​ja981262s CrossRef
6.
Zurück zum Zitat Brust, M., Walker, M., Bethell, B., Schiffrin, D.J., Whyman, R.: Synthesis of thiol-derivatized gold nanoparticles in a 2-phase liquid-liquid system. J. Chem. Soc. Chem. Commun. 7, 801–802 (1994). doi:10.1039/c39940000801 CrossRef Brust, M., Walker, M., Bethell, B., Schiffrin, D.J., Whyman, R.: Synthesis of thiol-derivatized gold nanoparticles in a 2-phase liquid-liquid system. J. Chem. Soc. Chem. Commun. 7, 801–802 (1994). doi:10.​1039/​c39940000801 CrossRef
7.
Zurück zum Zitat Cervera, J., Claver, J.M., Mafe, S.: Individual variability and average reliability in parallel networks of heterogeneous biological and artificial nanostructures. IEEE Trans. Nanotechnol. 12(6), 1198–1205 (2013). doi:10.1109/TNANO.2013.2283871 CrossRef Cervera, J., Claver, J.M., Mafe, S.: Individual variability and average reliability in parallel networks of heterogeneous biological and artificial nanostructures. IEEE Trans. Nanotechnol. 12(6), 1198–1205 (2013). doi:10.​1109/​TNANO.​2013.​2283871 CrossRef
8.
11.
Zurück zum Zitat Cervera, J., Manzanares, J.A., Mafe, S.: Bio-inspired signal transduction with heterogeneous networks of nanoscillators. Appl. Phys. Lett. 100(9), 093,703 (2012). doi:10.1063/1.3691630 Cervera, J., Manzanares, J.A., Mafe, S.: Bio-inspired signal transduction with heterogeneous networks of nanoscillators. Appl. Phys. Lett. 100(9), 093,703 (2012). doi:10.​1063/​1.​3691630
12.
Zurück zum Zitat Cervera, J., Manzanares, J.A., Mafe, S.: Biologically inspired information processing and synchronization in ensembles of non-identical threshold-potential nanostructures. Plos One 8(1), e53,821 (2013). doi:10.1371/journal.pone.0053821 Cervera, J., Manzanares, J.A., Mafe, S.: Biologically inspired information processing and synchronization in ensembles of non-identical threshold-potential nanostructures. Plos One 8(1), e53,821 (2013). doi:10.​1371/​journal.​pone.​0053821
13.
Zurück zum Zitat Chaki, N.K., Kakade, B., Vijayamohanan, K.P., Singh, P., Dharmadhikari, C.V.: Investigation of interparticle interactions of larger (4.63 nm) monolayer protected gold clusters during quantized double layer charging. Phys. Chem. Chem. Phys. 8(15), 1837–1844 (2006). doi:10.1039/b516650k CrossRef Chaki, N.K., Kakade, B., Vijayamohanan, K.P., Singh, P., Dharmadhikari, C.V.: Investigation of interparticle interactions of larger (4.63 nm) monolayer protected gold clusters during quantized double layer charging. Phys. Chem. Chem. Phys. 8(15), 1837–1844 (2006). doi:10.​1039/​b516650k CrossRef
14.
Zurück zum Zitat Chen, S.W., Ingram, R.S., Hostetler, M.J., Pietron, J.J., Murray, R.W., Schaaff, T.G., Khoury, J.T., Alvarez, M.M., Whetten, R.L.: Gold nanoelectrodes of varied size: transition to molecule-like charging. Science 280(5372), 2098–2101 (1998). doi:10.1126/science.280.5372.2098 CrossRef Chen, S.W., Ingram, R.S., Hostetler, M.J., Pietron, J.J., Murray, R.W., Schaaff, T.G., Khoury, J.T., Alvarez, M.M., Whetten, R.L.: Gold nanoelectrodes of varied size: transition to molecule-like charging. Science 280(5372), 2098–2101 (1998). doi:10.​1126/​science.​280.​5372.​2098 CrossRef
15.
Zurück zum Zitat Daniel, M.C., Astruc, D.: Gold nanoparticles: assembly, supramolecular chemistry, quantum-size-related properties, and applications toward biology, catalysis, and nanotechnology. Chem. Rev. 104, 293–346 (2004). doi:10.1021/cr030698+ CrossRef Daniel, M.C., Astruc, D.: Gold nanoparticles: assembly, supramolecular chemistry, quantum-size-related properties, and applications toward biology, catalysis, and nanotechnology. Chem. Rev. 104, 293–346 (2004). doi:10.​1021/​cr030698+ CrossRef
16.
Zurück zum Zitat Garcia-Morales, V., Mafe, S.: Monolayer-protected metallic nanoparticles: limitations of the concentric sphere capacitor model. J. Phys. Chem. C 111(20), 7242–7250 (2007). doi:10.1021/jp067920+ CrossRef Garcia-Morales, V., Mafe, S.: Monolayer-protected metallic nanoparticles: limitations of the concentric sphere capacitor model. J. Phys. Chem. C 111(20), 7242–7250 (2007). doi:10.​1021/​jp067920+ CrossRef
18.
Zurück zum Zitat Hirano, Y., Segawa, Y., Yamada, F., Kuroda-Sowa, T., Kawai, T., Matsumoto, T.: Mn-12 molecular redox array exhibiting one-dimensional coulomb blockade behavior. J. Phys. Chem. C 116(18), 9895–9899 (2012). doi:10.1021/jp301778r CrossRef Hirano, Y., Segawa, Y., Yamada, F., Kuroda-Sowa, T., Kawai, T., Matsumoto, T.: Mn-12 molecular redox array exhibiting one-dimensional coulomb blockade behavior. J. Phys. Chem. C 116(18), 9895–9899 (2012). doi:10.​1021/​jp301778r CrossRef
19.
Zurück zum Zitat Jehl, X., Roche, B., Sanquer, M., Voisin, B., Wacquez, R., Deshpande, V., Previtali, B., Vinet, M., Verduijn, J., Tettamanzi, G., Rogge, S., Kotekar-Patil, D., Ruoff, M., Kern, D., Wharam, D., Belli, M., Prati, E., Fanciulli, M.: Mass production of silicon mos-sets: can we live with nano-devices variability? Proc. Comput. Sci. 7, 266–268 (2011). doi:10.1016/j.procs.2011.09.016. Proceedings of the 2nd European Future Technologies Conference and Exhibition 2011 (FET 11) Jehl, X., Roche, B., Sanquer, M., Voisin, B., Wacquez, R., Deshpande, V., Previtali, B., Vinet, M., Verduijn, J., Tettamanzi, G., Rogge, S., Kotekar-Patil, D., Ruoff, M., Kern, D., Wharam, D., Belli, M., Prati, E., Fanciulli, M.: Mass production of silicon mos-sets: can we live with nano-devices variability? Proc. Comput. Sci. 7, 266–268 (2011). doi:10.​1016/​j.​procs.​2011.​09.​016. Proceedings of the 2nd European Future Technologies Conference and Exhibition 2011 (FET 11)
20.
Zurück zum Zitat Joachim, C., Gimzewski, J.K., Aviram, A.: Electronics using hybrid-molecular and mono-molecular devices. Nature 408(6812), 541–548 (2000). doi:10.1038/35046000 CrossRef Joachim, C., Gimzewski, J.K., Aviram, A.: Electronics using hybrid-molecular and mono-molecular devices. Nature 408(6812), 541–548 (2000). doi:10.​1038/​35046000 CrossRef
21.
Zurück zum Zitat Kane, J., Ong, J., Saraf, R.F.: Chemistry, physics, and engineering of electrically percolating arrays of nanoparticles: a mini review. J. Mater. Chem. 21, 16846–16858 (2011). doi:10.1039/c1jm12005k CrossRef Kane, J., Ong, J., Saraf, R.F.: Chemistry, physics, and engineering of electrically percolating arrays of nanoparticles: a mini review. J. Mater. Chem. 21, 16846–16858 (2011). doi:10.​1039/​c1jm12005k CrossRef
22.
Zurück zum Zitat Kano, S., Azuma, Y., Kanehara, M., Teranishi, T., Majima, Y.: Room-temperature Coulomb blockade from chemically synthesized au nanoparticles stabilized by acid-base interaction. Appl. Phys. Express 3(10), 105,003 (2010). doi:10.1143/APEX.3.105003 Kano, S., Azuma, Y., Kanehara, M., Teranishi, T., Majima, Y.: Room-temperature Coulomb blockade from chemically synthesized au nanoparticles stabilized by acid-base interaction. Appl. Phys. Express 3(10), 105,003 (2010). doi:10.​1143/​APEX.​3.​105003
24.
Zurück zum Zitat Kikombo, A.K., Asai, T.: Bio-inspired single-electron circuit architectures exploiting thermal noises and device fluctuations to enhance signal transmission fidelity. In: 2009 International Symposium On Intelligent Signal Processing Communication Systems (ispacs 2009), pp. 429–432 (2009). doi:10.1109/ISPACS.2009.5383809 Kikombo, A.K., Asai, T.: Bio-inspired single-electron circuit architectures exploiting thermal noises and device fluctuations to enhance signal transmission fidelity. In: 2009 International Symposium On Intelligent Signal Processing Communication Systems (ispacs 2009), pp. 429–432 (2009). doi:10.​1109/​ISPACS.​2009.​5383809
31.
Zurück zum Zitat Maeda, K., Okabayashi, N., Kano, S., Takeshita, S., Tanaka, D., Sakamoto, M., Teranishi, T., Majima, Y.: Logic operations of chemically assembled single-electron transistor. Acs Nano 6(3), 2798–2803 (2012). doi:10.1021/nn3003086 CrossRef Maeda, K., Okabayashi, N., Kano, S., Takeshita, S., Tanaka, D., Sakamoto, M., Teranishi, T., Majima, Y.: Logic operations of chemically assembled single-electron transistor. Acs Nano 6(3), 2798–2803 (2012). doi:10.​1021/​nn3003086 CrossRef
33.
34.
Zurück zum Zitat Miura, A., Tsukamoto, R., Yoshii, S., Yamashita, I., Uraoka, Y., Fuyuki, T.: Non-volatile flash memory with discrete bionanodot floating gate assembled by protein template. Nanotechnology 19(25), 255,201 (2008). doi:10.1088/0957-4484/19/25/255201 Miura, A., Tsukamoto, R., Yoshii, S., Yamashita, I., Uraoka, Y., Fuyuki, T.: Non-volatile flash memory with discrete bionanodot floating gate assembled by protein template. Nanotechnology 19(25), 255,201 (2008). doi:10.​1088/​0957-4484/​19/​25/​255201
35.
Zurück zum Zitat Okabayashi, N., Maeda, K., Muraki, T., Tanaka, D., Sakamoto, M., Teranishi, T., Majima, Y.: Uniform charging energy of single-electron transistors by using size-controlled Au nanoparticles. Appl. Phys. Lett. 100(3), 033,101 (2012). doi:10.1063/1.3676191 Okabayashi, N., Maeda, K., Muraki, T., Tanaka, D., Sakamoto, M., Teranishi, T., Majima, Y.: Uniform charging energy of single-electron transistors by using size-controlled Au nanoparticles. Appl. Phys. Lett. 100(3), 033,101 (2012). doi:10.​1063/​1.​3676191
36.
Zurück zum Zitat Oya, T., Asai, T., Amemiya, Y.: A single-electron reaction-diffusion device for computation of a Voronoi diagram. Int. J. Unconv. Comput. 3(4), 271–284 (2007) Oya, T., Asai, T., Amemiya, Y.: A single-electron reaction-diffusion device for computation of a Voronoi diagram. Int. J. Unconv. Comput. 3(4), 271–284 (2007)
37.
Zurück zum Zitat Oya, T., Asai, T., Amemiya, Y.: Stochastic resonance in an ensemble of single-electron neuromorphic devices and its application to competitive neural networks. Chaos Solitons Fractals 32(2), 855–861 (2007). doi:10.1016/j.chaos.2005.11.027 CrossRef Oya, T., Asai, T., Amemiya, Y.: Stochastic resonance in an ensemble of single-electron neuromorphic devices and its application to competitive neural networks. Chaos Solitons Fractals 32(2), 855–861 (2007). doi:10.​1016/​j.​chaos.​2005.​11.​027 CrossRef
38.
Zurück zum Zitat Padmanabhan, K., Urban, N.N.: Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content. Nat. Neurosci. 13(10), 1276–1282 (2010). doi:10.1038/nn.2630 CrossRef Padmanabhan, K., Urban, N.N.: Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content. Nat. Neurosci. 13(10), 1276–1282 (2010). doi:10.​1038/​nn.​2630 CrossRef
39.
Zurück zum Zitat Pillow, J.W., Ahmadian, Y., Paninski, L.: Model-based decoding, information estimation, and change-point detection techniques for multineuron spike trains. Neural Comput. 23(1), 1–45 (2011). doi:10.1162/NECO_a_00058 CrossRef Pillow, J.W., Ahmadian, Y., Paninski, L.: Model-based decoding, information estimation, and change-point detection techniques for multineuron spike trains. Neural Comput. 23(1), 1–45 (2011). doi:10.​1162/​NECO_​a_​00058 CrossRef
40.
Zurück zum Zitat Quinn, B.M., Liljeroth, P., Ruiz, V., Laaksonen, T., Kontturi, K.: Electrochemical resolution of 15 oxidation states for monolayer protected gold nanoparticles. J. Am. Chem. Soc. 125(22), 6644–6645 (2003). doi:10.1021/ja0349305 CrossRef Quinn, B.M., Liljeroth, P., Ruiz, V., Laaksonen, T., Kontturi, K.: Electrochemical resolution of 15 oxidation states for monolayer protected gold nanoparticles. J. Am. Chem. Soc. 125(22), 6644–6645 (2003). doi:10.​1021/​ja0349305 CrossRef
41.
Zurück zum Zitat Shadlen, M.N.: Rate versus temporal coding models. In: Nadel, L. (ed.) Encyclopedia of Cognitive Science, pp. 819–825. Macmillan, London (2002) Shadlen, M.N.: Rate versus temporal coding models. In: Nadel, L. (ed.) Encyclopedia of Cognitive Science, pp. 819–825. Macmillan, London (2002)
42.
45.
Zurück zum Zitat Voter, A.F.: Introduction to the kinetic monte carlo method. In: Sickfus, K.E., Kotomin, E.A., Uberuaga, B.P. (eds.) Radiation Effects in Solids, vol. 235, pp. 1–23. Springer, Dordrecht (2007)CrossRef Voter, A.F.: Introduction to the kinetic monte carlo method. In: Sickfus, K.E., Kotomin, E.A., Uberuaga, B.P. (eds.) Radiation Effects in Solids, vol. 235, pp. 1–23. Springer, Dordrecht (2007)CrossRef
50.
Zurück zum Zitat Zhang, M., Knoch, J., Zhang, S.L., Feste, S., Schroeter, M., Mantl, S.: Threshold voltage variation in SOI Schottky-barrier mosfets. IEEE Trans. Electron Devices 55(3), 858–865 (2008). doi:10.1109/7ED.2007.915054 CrossRef Zhang, M., Knoch, J., Zhang, S.L., Feste, S., Schroeter, M., Mantl, S.: Threshold voltage variation in SOI Schottky-barrier mosfets. IEEE Trans. Electron Devices 55(3), 858–865 (2008). doi:10.​1109/​7ED.​2007.​915054 CrossRef
Metadaten
Titel
Modeling Information Processing Using Nonidentical Coulomb Blockade Nanostructures
verfasst von
Javier Cervera
José M. Claver
Salvador Mafé
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-57096-9_3

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.