domingo, 27 de junio de 2010

Nanotubos: Supermúsculos para robots

Nanotubos: Supermúsculos para robots

En la Universidad de Texas un grupo de investigadores ha desarrollado prototipos funcionales de músculos artificiales para robots basados en nanotubos de carbono. Si bien no es una idea completamente nueva, nunca antes se había logrado poner a punto un músculo artificial con tanta resistencia y fuerza. El rango de temperaturas a la que pueden operar va de los casi -200 a +1500 grados. En caso de una rebelión robótica necesitaremos mucha suerte para eliminar un cacharro con músculos así.


Los científicos, desde hace tiempo, saben que ciertos materiales pueden contraerse al ser sometidos a una corriente eléctrica. Esto los hace ideales para la construcción de “músculos artificiales” para robots, y de hecho se los ha empleado durante años con ese fin. Sin embargo, el uso de la nanotecnologia parece haberle dado una gran vuelta de tuerca a este asunto. Un artículo, publicado el 20 de marzo en la revista Science por investigadores de la Universidad de Texas describe como un aerogel –un sólido muy liviano y poroso- de nanotubos de carbono puede moverse 1.000 veces más rápido que un músculo humano al ser excitado por una corriente eléctrica. Este increíble material, en el que los nanotubos reemplazan a las fibras musculares que permiten a los seres vivos moverse, solo pesa 1.5 miligramos por milímetro cúbico (una vez y media el peso del aire). Todo parece indicar que estos súper músculos pueden realizar el mismo trabajo que realizan los servomotores o actuadores de un robot convencional, pero proporcionándoles mayor fuerza y velocidad con solo una fracción de su peso. Uno de los escollos más duros de salvar por los constructores de robots es su gran peso, que obliga a utilizar gran parte de la carga de sus baterías solamente para “transportar” el propio peso del cacharro. Este aerogel de ciencia ficción podría terminar con ese problema. El rango de temperaturas al que operan los prototipos de la Universidad de Texas es increíble. Mientras que cualquier chip de silicio o motor eléctrico solo funciona en un rango de temperaturas modesto (digamos desde -20 a +150 grados Celsius), estos músculos soportan temperaturas tan bajas como -196 grados o tan altas como 1538 grados Celsius. Un robot industrial equipado con extremidades capaces de soportar temperaturas así seria la estrella de cualquier fábrica. Para que tengas una idea de lo que soporta este aerogel imagina que el hierro, por ejemplo, se funde alrededor de esa temperatura. Si el cabrón de Terminator hubiese tenido músculos así, quizás no nos hubiésemos librado tan fácil de él. No solo son livianos y resistentes: también son rápidos. Pero rápidos de verdad. Según puede leerse en el artículo de Science, estos súper músculos se expanden hasta un 37.000% en solo un segundo, una cifra que realmente es increíble. Cuando la corriente eléctrica deja de atravesarlos, vuelven a su tamaño normal en solo unos pocos nanosegundos. También son muy resistentes, gracias a la propia estructura molecular de los nanotubos de carbono. Los investigadores comparan la dureza de sus prototipos con la del diamante.

Este material podría servir tanto para reemplazar los sistemas hidráulicos y electromecánicos de los robots industriales como para la fabricación de exoesqueletos que, con un peso de un solo un par de kilogramos, permitan levantar pesos enormes o devuelvan la movilidad a personas con problemas motrices.

Implante de neuronas de silicio, a la vuelta de la esquina

Implante de neuronas de silicio, a la vuelta de la esquina

Ted Berger ha pasado una década diseñando un implante cerebral que pueda guardar recuerdos. El chip podría ayudar a pacientes con Alzheimer, y convertir las perdidas de memoria en algo del pasado.

El uso médico de chips neurales para el tratamiento de desórdenes mentales y problemas de memoria es el objetivo principal del plan de Ted Berger, que ha creado el primer implante de memoria. Ted cree que puede revolucionar el mundo de la medicina.

Un cable delgado une una aguja y un pequeño chip de silicio sobre la mesa de trabajo. Se cierra un interruptor, y una serie de pequeñas ondas danzan en una pantalla. Uno de los científicos explica que el chip está enviando pulsos eléctricos a trozo de cerebro a través de la aguja. Lo que vemos en la pantalla es la respuesta del cerebro a ese estímulo. “Y son idénticas en forma y frecuencia a las enviadas por el chip.”, aclara Srinvasan, uno de los empleados de Berger. “Dicho en otros términos, el chip se esta comunicando como una parte más del cerebro”

El equipo de Berger ha montado esta demostración para mostrar a la prensa una pequeña ventana al futuro de la neurología. El hecho de que un chip sea capaz de “conversar” con células cerebrales es un importantísimo primer paso. Abre la puerta a la posibilidad de implantar maquinaria en el cerebro, capaz de, por ejemplo, mejorar nuestra memoria o brindarnos nuevas habilidades.

El grupo de Berger esta compuesto por profesionales de áreas muy diversas, tales como matemáticos, neurólogos, ingenieros informáticos y bioingenieros de todo el país. El chip que están probando es capaz de simular unas 12.000 neuronas, una pequeñísima parte de las mas de 100 mil millones que tiene un cerebro humano. Pero no está nada mal para ser un prototipo.

“Este es el tipo de ciencia que pude cambiar el mundo”, dice uno de ellos. Y realmente es así.


Espintrónica, la electrónica del futuro

Espintrónica, la electrónica del futuro


Gracias al los experimentos realizados por Ron Jansen, de la Universidad de Twente (Países Bajos), los chips del futuro basarán su funcionamiento en el spin de los electrones en lugar de utilizar su carga eléctrica como lo hacen en la actualidad. El trabajo de este científico ha sentado las bases para la creación de circuitos integrados de consumo masivo, construidos en silicio pero basados en la espintrónica, que serán capaces de funcionar a temperatura ambiente y con un consumo de energía ultra bajo.

Se trata de una palabra nueva, que posiblemente no hayas oído o leído hasta hoy: espintrónica. Sin embargo, este neologismo construido a partir de "espín" y "electrónica" -conocido a veces como "magnetoelectrónica" está destinado a ponerse de moda. En esencia, la espintrónica no es más que una tecnología emergente que posee un enorme potencial en el campo de la electrónica y el almacenamiento y transmisión de datos. Esta nueva forma de "utilizar" los electrones explota tanto su carga como su "spin". Se denomina spin de un electrón a un estado de energía magnética débil que puede tomar solo dos valores: los correspondientes a la mitad del valor de la constante de Planck dividida por dos veces el valor de PI, con signo positivo o negativo. Puede que comprender el concepto de spin resulte bastante engorroso, pero lo concreto es que puede tener solo dos valores perfectamente determinados, algo que a la aritmética binaria le viene como anillo al dedo.



A pesar de ser pocos conocidos, los experimentos relacionados con la espintrónica vienen realizándose desde hace varios años. La empresa IBM, por ejemplo, demostró en 2002 que podía tener un impacto radical en los dispositivos de almacenamiento masivo del futuro. Utilizando esta tecnología lograron almacenar cantidades enormes de datos en un área diminuta, alcanzando densidades del orden de los 155.000 millones de bits por centímetro cuadrado. Obviamente, falta aún bastante tiempo para que un dispositivo así llegue a las tiendas, pero sirve perfectamente como muestra de qué puede hacer por nosotros esta nueva rama de la ciencia.

Uno de los problemas que sin duda retrasa la utilización de la espintrónica en los chips de los ordenadores o gadgets es que -hasta ahora- no funcionaba demasiado bien sin un costoso, caro y enorme sistema de enfriamiento. Sin embargo, el trabajo realizado por Jon Jansen, de la Universidad de Twente en los Países Bajos, parece que finalmente permitirá a la próxima generación de ordenadores basar su funcionamiento en el spin de los electrones en lugar de utilizar su carga eléctrica. En lugar de codificar los ceros y unos del sistema binario como ausencia o presencia de una diferencia de potencial eléctrico, se utilizarán el sentido de estos "giros" como forma de representar valores binarios. Jansen ha logrado utilizar el spin de los electrones en el silicio a temperatura ambiente por primera vez.

Una de las principales ventajas que tiene este sistema frente a los circuitos electrónicos convencionales es que necesitan de mucha menos energía para funcionar. Ocurre que la "electrónica normal" es el campo eléctrico el encargado de empujar a los electrones a través del circuito, y este proceso es poco eficiente ya que disipa una gran cantidad de energía en forma de calor. Por el contrario, el spin de los electrones puede manipularse mediante un campo magnético que no posee prácticamente perdidas en forma de calor. Los expertos aseguran que usando este sistema se consumiría mucha menos energía y se disiparía menor calor. La idea es alcanzar un control sobre el spin de los electrones similar al que se tiene actualmente sobre la carga de estas partículas. Los experimentos realizados hasta ahora sólo habían tenido éxito utilizando como base materiales semiconductores exóticos -como el arseniuro de galio- a bajas temperaturas. Pero Jansen, al haber encontrado la forma de hacer esto con silicio (el material que más utiliza la industria electrónica) y a temperatura ambiente, prácticamente garantiza que los dispositivos espintrónicos del futuro podrían fabricarse a escala comercial con relativa facilidad.

Un paso más en el camino del Silicio al Grafeno

Un paso más en el camino del Silicio al Grafeno

Los científicos han hecho un gran avance en la creación de nanocircuitos de grafeno mediante un novedoso procedimiento que consiste en un único y sencillo paso basado en una técnica que se conoce como Nanolitografía Termoquímica (TCNL). Este proceso, que permite la creación de nanocables, manipula las propiedades electrónicas del óxido de grafeno (en una reducción a escala nanométrica) logrando que el material sea capaz de conmutar sus propiedades pasando de ser un material aislante a comportarse como un material conductor y viceversa. El grafeno ha sido ampliamente considerado como el candidato más prometedor para sustituir al silicio como elemento fundamental en la futura construcción de transistores.

La técnica funciona con múltiples formas de grafeno y está lista para convertirse en un hallazgo importante para el desarrollo y la aplicación del grafeno dentro de la industria electrónica. Los científicos que trabajan con nanocircuitos están entusiasmados porque los electrones de grafeno encuentran menos resistencia cuando se desplazan por este material en comparación con los semiconductores de silicio. Esta enorme ventaja se suma a que por estos días las construcciones de silicio son tan pequeñas como las leyes de la física lo permiten, mientras que el grafeno puede alcanzar un espesor ultra delgado ya que puede estar construido mediante una lámina de carbono de un solo átomo de espesor.

Si bien la utilización del grafeno en la nanoelectrónica podría ofrecer mayores velocidades de transmisión de datos con un menor consumo de energía respecto a los semiconductores de silicio, nadie sabía hasta ahora cómo producir nanoestructuras de grafeno sobre un método reproducible o escalable. "Hemos demostrado que aplicando calor controlado (130°C) en áreas concretas de un material aislante como es el óxido de grafeno (tanto los pequeños trozos como en algunas variedades de construcción epitaxial con tamaños ubicados dentro de los niveles atómicos) hemos construido nanocables con dimensiones hasta 12 nanómetros. Incluso podemos ajustar sus propiedades electrónicas hasta hacerlo cuatro veces más conductor. Además, otro detalle alentador es que durante todo el procedimiento no hemos visto ninguna señal de desgaste de las puntas o muestras de desgarro o ruptura en los conductores", dijo Elisa Riedo, profesora adjunta en la Escuela de Física en el Instituto de Tecnología de Georgia.


En estructuras consideradas dentro de una macroescala, la conductividad del óxido de grafeno se puede cambiar logrando una transformación desde un material aislante hacia un material conductor mediante el uso de hornos de gran tamaño. Ahora, el equipo de investigación utilizó TCNL para aumentar la temperatura del óxido de grafeno en sus trabajos a nanoescala, de modo tal que pueden “dibujar” nanocircuitos con grafeno a 130°C, temperatura en que el material se vuelve conductor. "Lo maravilloso y bello de todo esto es que hemos ideado una técnica sencilla, robusta y reproducible que nos permite demostrar el cambio de aislante a conductor en un nanocable. Estas propiedades son el sello de una tecnología productiva", dijo Paul Sheehan, director de la Surface Nanoscience and Sensor Technology Section at the Naval Research Laboratory in Washington, DC.

El equipo de investigación hizo ensayos con dos tipos de óxido de grafeno: uno construido con carburo de silicio y el otro con polvo de grafito."Creo que hay tres cosas acerca de este estudio que hacen que se destaque", dijo William P. King, profesor asociado del departamento de Mecánica y Ciencias de Ingeniería de la Universidad de Illinois en Urbana-Champaign. "En primer lugar, es que todo el proceso ocurre en un solo paso. Transformas óxido de grafeno aislante en un material electrónicamente funcional mediante la simple aplicación de un nano-calentador. En segundo lugar, pensamos que cualquier tipo de grafeno se comporta de esta forma y, en tercer lugar, la escritura, deposición o dibujo es una técnica extremadamente rápida. Estas nanoestructuras pueden ser sintetizadas en una tasa tan alta que el enfoque podría ser muy útil para los ingenieros que deseen estudiar cómo diseñar nanocircuitos en un futuro muy cercano".


"Este proyecto es un excelente ejemplo de las nuevas tecnologías de construcción epitaxial que el grafeno permite explorar en la industria electrónica", dijo Walt de Heer, Regente del Profesorado en la Georgia Tech's School of Physics y el ideólogo del “grafeno epitaxial” en la electrónica. Su estudio llevó a la creación hace dos años atrás del Materials Research Science and Engineering Centre. Además sostiene que “la simple conversión de óxido de grafeno a partir de grafeno estándar es un método importante y rápido para producir cables conductores. Este método puede ser utilizado no sólo para dispositivos electrónicos flexibles, sino que además, en algún momento del futuro, los cables de grafeno podrán adquirir una bio-compatibilidad aceptable y podrían ser utilizados para medir señales eléctricas de células biológicas individuales."

Moore says nanoelectronics face tough challenges

Moore says nanoelectronics face tough challenges


SAN FRANCISCO--Although many believe the future of the computing industry lies with building chips out of carbon nanotubes or other novel materials, Intel co-founder Gordon Moore predicts it won't be easy to replace silicon.

"I will admit to being a skeptic to these things for replacing digital silicon," he told a gathering of reporters here Wednesday, where he also discussed artificial intelligence, Intel's future, and the early days of Silicon Valley. "We've got a cumulative couple of hundred billion dollars invested in R&D."

Although he retired several years ago, Moore will be a very visible figure during the next few months. April 19 will mark the 40th anniversary of an article he wrote for Electronics Magazine that first sketched out the idea of Moore's Law. The observation, which predicts that engineers can double the number of transistors on a chip every 24 months, has been the fundamental principle of the computing industry and paved the way for making computers and cell phones that are cheaper, faster and more powerful.

"It was a chance to look at what happened up to that time," he said of the original article. "I didn't think it would be especially accurate."

While he says he isn't up on the latest technological nuances, his skepticism about novel materials replacing silicon derives from practicality. Modern-day microprocessors contain hundreds of millions of transistors, and soon will have billions, and, to break even, manufacturers have to pop out millions of these complex devices. Although researchers have been able to produce individual nanotube transistors, the ability to mass produce hasn't been shown.

Still, continuing to produce chips on silicon has its problems too. Designers have been able to put more transistors on chips for decades by shrinking the size of the transistors, but they are now at the point where some structures inside chips are only a few atoms thick.

"Any material made of atoms has a fundamental limit," Moore said. The solution? Make the chips bigger. Carbon nanotubes, he added, wouldn't be completely left out. They could be used to replace the metal interconnects between the transistors.

Rereading the article 40 years later yielded some surprises, he admitted. For one thing, he noticed that he predicted home computers.

"I also talked about electronic watches. Unfortunately, Intel tried that once," he laughed, referring to the company's failed foray into wristwatches years ago.

Moore also made it clear that computer scientist Carver Mead dubbed the observation Moore's Law, a lofty label that took him about 20 years to get used to.

Among other topics Moore discussed:

• He gave his approval to Intel's approach to building platforms, rather than individual chips. "The recent reorganization of Intel is to an extent a reflection of how (incoming CEO) Paul Otellini wants to work in the future. I think it is a very appropriate change," he said. "Paul is different in that he is the first CEO of Intel that isn't a Ph.D. or scientist, but he is more technical than I am at this stage in the game."

• William Shockley, who invented the transistor, helped foster the Silicon Valley by driving Moore, Intel co-founder Robert Noyce, Eugene Kleiner and the rest of the "traitorous eight" up the wall at Shockley Semiconductor.

"He was a brilliant physicist, but he had very peculiar ideas about working with people," he said. "We got along reasonably well because I was a chemist, so he didn't feel that he had to know everything I did."

The eight engineers went to the company's financial backers to take Shockley out of active management. At the last minute, the backers refused. Kleiner's father knew an investment banker named Arthur Rock, who then helped form Fairchild Semiconductor.

"Fairchild was developing technology faster than it could be exploited," Moore recalled. They also were mired in a management mess, so Moore and Noyce left to found Intel while others went on to start other companies.

• Computers, as they are built now, will never think like humans. "Human intelligence in my view is something that is done in a dramatically different fashion than Von Neumann computers," he said. The brain processes "in a highly parallel and relatively sloppy" fashion, but one well-suited for its purpose.

• China is going to be a major fact of life for the United States. "The impact of China is just beginning to be felt. China is producing 10 times as many engineers as we are," he said. "Silicon Valley is still a great place to start a company, but it so expensive, especially the housing."

• Progress in the industry may also slow to the point where the number of transistors on a chip, which let designers increase performance and/or integrate new capabilities, double only every three to four years. Still, the industry has always blown past barriers in the past.

He also noted that some of the analogies from Moore's Law are a bit farfetched. Once, he extrapolated that if the car industry followed the same rules of progress, cars would get 100,000 miles per gallon, travel at millions of miles per hour and be so cheap that it would cost less to buy a Rolls-Royce than park it downtown for a day.

And as a friend pointed out, Moore said, "it would only be a half-inch long and a quarter-inch high."

Emerging Silicon and Non-Silicon Nanoelectronic Devices:
Opportunities and Challenges for
Future High-Performance and Low-Power Computational Applications
(Invited Paper)


ABSTRACT

Several key emerging nanoelectronic devices, such as Si nanowire field-effect transistors (FETs), carbon nanotube FETs, and III-V compound semiconductor quantum-well FETs, are assessed for their potential in future high-performance, low-power computation applications. Furthermore, these devices are benchmarked against state-of-the-art Si CMOS technologies. The two fundamental transistor benchmarking metrics utilized in this study are (i) CV/I versus LG and ii) CV/I versus ION /IOFF. While intrinsic device speed is emphasized in the first metric, the tradeoff between device speed and off-state leakage is assessed in the latter. For high-performance and low-power logic applications, low CV/I and high ION /IOFF values are both required. Based on the results obtained, the opportunities and challenges for these emerging novel devices in future logic applications are highlighted and discussed.

I. INTRODUCTION

According to Moore’s Law, the number of transistors per integrated circuit doubles every 24 months, and it has been the guiding principle for the semiconductor industry for over 30 years. The sustaining of Moore’s Law, however, requires continued transistor scaling and performance improvements. The physical gate length LG of the Si transistors used in the 90 nm logic generation node is ~ 50 nm. It is projected that transistor LG will reach ~ 10 nm in 2011. By way of innovation in silicon technology, such as strained-Si channels [1, 2], high-κ/metal-gate stacks [3–5], and the non-planar Tri-gate CMOS transistor architecture [6], CMOS transistor scaling and performance will continue at least until the middle of the next decade. Recently, a lot of interest generated has been generated and good progress has been made in the study of novel silicon and non-silicon nanoelectronic devices, including Sinanowire field-effect transistors (FETs) [7–11], carbon-nanotube FETs (CNTFETs) [12–18], and III-V compound semiconductor
quantum-well FETs (QWFETs) [19, 20], in the capacity of future computation applications. These devices hold promise as candidates for integration with the ubiquitous silicon platform in order to enhance circuit functionality while simultaneously enabling the extension of Moore’s Law well into the next decade and beyond. In this work, two fundamental device metrics, namely (i) CV/I versus LG and (ii) CV/I versus ION /IOFF, are used to benchmark these emerging nano-electronic devices vis-à-vis state-of-the-art Si CMOS transistors with regard to high-performance, low-power logic CMOS-like applications. These benchmarking metrics and
corresponding methodologies have previously been described in great detail [21, 22]. While the first metric highlights the intrinsic speed of devices, the latter permits an assessment of the tradeoff between device intrinsic speed and off-state leakage. Data from our own research devices and also from literature were used in this study. The merits and potential shortcomings of these emerging devices will be discussed. Figure 1 shows the images of some of the novel research transistors discussed in this work.

II. EMERGING P-CHANNEL NANOELECTRONIC
DEVICES

The room temperature CV/I versus LG comparison of conventional Si transistors, Si nanowire transistors, and CNT transistors with p-channels is shown in Figure 2. The data indicate that CNTs exhibit significant CV/I improvement when compared to conventional Si devices. This improvement is due primarily to the mobility enhancement in CNTs. By contrast, the CV/I characteristics of Si nanowire devices and conventional Si devices are similar. A recent report suggests that, fundamentally, there is no reason to expect Si nanowire transistors to have higher channel mobility than standard planar Si devices at room temperature [23]. For example, TCAD simulations have shown that phonon scattering increases, and



hence the phonon-limited mobility decreases, at room temperature for devices containing Si nanowires with diameters less than 15 nm [23]. Additionally, experimental studies reveal that while phonon scattering in Si nanostructures is suppressed at low temperatures, phonon scattering limited transport is indeed prevalent at room temperature, limiting effective channel mobility, as shown in Figure 3. Hence, at room temperature, Si nanowires with dimensions of interest for scaling do not exhibit transistor performance enhancement when compared to conventional planar Si architectures, as shown in Figure 2. The p-channel CV/I versus ION /IOFF characteristics of the CNTFET are shown in Figure 4. Included in this figure are data from conventional planar Si and non-planar Tri-gate Si transistors for comparison. Despite the observation that CNTFETs exhibit high intrinsic speed (CV/I) performance, as shown in Figure 2, they in fact suffer from a low ION /IOFF ratio. This low ratio is attributed to a high IOFF for the CNTFET, as shown in Figure 5, which in turn is due to the existence of ambipolar leakage [15, 21, 22]. The ambipolar leakage is a consequence of metal-CNT Schottky contacts, which are used instead of standard implanted or diffused p-n junctions. It is



anticipated that the use of standard p-n junctions will eliminate ambipolar leakage and improve the ION /IOFF ratios of CNTFETs. It is noted, however, that for high-performance and low-power logic applications, both low CV/I and high ION /IOFF values are required.

III. EMERGING N-CHANNEL NANOELECTRONIC
DEVICES

Figure 6 shows the room temperature CV/I versus LG comparison of conventional Si transistors, CNT transistors, and III-V (InSb) compound semiconductor QW transistors [19, 20] with n-channels. In comparison with conventional Si devices, InSb transistors exhibit significantly larger n-channel intrinsic speed (CV/I), a benefit of higher channel mobility and lower utilized supply voltage VCC (0.5 V). The increased channel mobility also translates to a highfrequency gain in InSb transistors, as shown in Figure 7 [20]. In this case, the dc CV/I data is directly correlated to the ac cutoff-frequency fT data. The n-channel CNT devices in Figure 6 all show degraded CV/I performance compared to conventional Si n-channel devices. This


phenomenon can possibly be explained by considering that a suitable n-type workfunction metal that forms a stable interface with CNTs has yet to be demonstrated. Upon resolution of this issue, a high performance n-channel CNTFET is anticipated based on the symmetry of the conduction and valence bands for CNTs [24]. In Figure 8, n-channel CV/I versus ION /IOFF characteristics are shown for CNTFETs with chemically-doped junctions [18] and for InSb QWFETs. Also shown, for the sake of direct comparison, are conventional planar Si and non-planar Tri-gate Si transistors. The use of chemically-doped junctions in CNTFETs [18], as opposed to metal-CNT Schottky junctions, suppresses the ambipolar leakage conduction and reduces IOFF, thus improving the ION /IOFF ratio. However, the resulting CV/I performance is still degraded, possibly due to increased external parasitic resistance of the doped junctions. Nevertheless, this chemically-doped junction approach is indeed a major advancement for CNTFET research [18]. Interestingly, the n-channel InSb QWFET also exhibits a low ION/IOFF ratio, as shown in Figure 8. This phenomenon is a consequence of high gate leakage, as exhibited in Figure 9, due to the low barrier height at the Schottky metal-semiconductorjunction. The low barrier height arises from (a) Fermi-level pinning at the metalsemicondctor



interface and (b) the use of a narrow-bandgap semiconductor. It is predicted that the use of a gate dielectric between the metal gate and the III-V device layers will eliminate such Schottky gate leakages and improve the ION /IOFF ratio [20].

IV. CONCLUSIONS

In this paper, we have identified the merits and potential shortcomings of various emerging nanoelectronic devices with respect to future logic applications. Specifically, we have shown that (a) Si nanowires offer no transistor CV/I performance advantage over conventional Si transistors at room temperature, likely due to the significant role played by phonon scattering at room temperature, and that (b) both p-channel CNTFETs and n-channel QWFETs exhibit impressive CV/I gain when compared against conventional Si transistors, but they suffer from degraded ION/IOFF ratios, a result of ambipolar conduction and Schottky gate leakage,respectively. Based on this study, we anticipate that upon solving the off-state leakage
problems, high-mobility devices such as CNTFETs and III-V QWFETs have the potential to enable high-performance logic applications with very low supply voltage VCC (e.g. below 0.5 V).

Bottom-up approach to silicon nanoelectronics

Bottom-up approach to silicon nanoelectronics

1. Introduction

Over the past few decades, the performance of siliconbased VLSI circuits has been steadily improved by scaling down device dimensions, and a nearly exponential growth of microelectronics capabilities has been achieved. However, maintaining this top-down miniaturization trend is becoming exceedingly hard due to fundamental physical and technological limitations as well as the economical limitation, although the InternationalTechnology Roadmap of Semiconductors (ITRS) now predicts that the physical gate length of high-performance MOSFETs will reach sub-10-nm in 2016. By contrast, the use of organic molecules as a building block for nanoscale devices has attracted much attention because the precisely controlled nanostructures may be formed cheaply by utilizing selfassembly of molecules. This bottom-up technology can potentially overcome the inherent problem of the present silicon top-down technology. The conductivity of the organic molecular structures is, however, still much lower than that of silicon as the electron transport along the single molecule is basically governed by hopping conduction. Silicon nanodots (SiNDs) and nanowires (SiNWs) [1–4] may provide a solution to these issues by meeting the requirements of both bottom-up organization and superior carrier transport properties. As those silicon nanostructures can be formed on non-Si substrates, such as glass and plastic, the Si-based bottom-up approach may lead to highperformance and large-area electronics. In addition, the zero- and one-dimensional nature of electronic states in the individual SiNDs and SiNWs realizes new electronic and photonic properties, which are not achieved with bulk silicon. Combining the bottom-up approach with the conventional top-down Si technologies enables us to explore silicon nano-, micro-, and macroelectronics on a common technical footing.

In this paper, we focus on the SiNDs in particular and present our recent studies on fabrication technique, unique electronic properties, and novel device applications.

2. Bottom-up silicon nanostructure fabrication

2.1. Formation of nanocrystalline silicon dots

For fabricating SiNDs, we have studied three different techniques. The first method is to use a very thin nanocrystalline (nc) Si film with the size of the grains down to a few nanometers. The nc-Si films can be formed either from an amorphous Si film with solid-phase crystallization
(SPC) or by using a very high frequency (VHF) plasmaenhanced chemical vapor deposition (PECVD) at a low temperature [5]. In the SPC films, the individual grains are usually columnar shaped, and the grain boundaries (GBs) between adjacent grains contain carrier trap states due to dangling bonds. By contrast, in the PECVD films, the individual grains are more spherical, and the GBs are formed by a-Si:H layers between grains. The second approach is to use porous Si [6] formed by using photoanodization of the Si substrate. The surface of the SiND islands formed in the substrate can be oxidized selectively by electrochemical oxidation. The formation of a linear chain of SiND islands with a diameter as small as 5 nm has been observed [7].

The most recent approach is a VHF plasma-enhanced deposition of silane (SiH4) with a hydrogen gas pulse sequence [8]. This technique facilitates separating the nucleation and crystal growth process and enables fabrication of single crystalline SiNDs (Fig. 1) with diameters less than 10 nm. The nucleated SiNDs are grown in the SiH4 plasma in the intervals between H2 gas pulses, and dot diameter is therefore determined by the growth time of the SiNDs in the plasma cell. Using this method, we fabricated SiNDs with diameters of around 8 nm and a very narrow
size spread (71 nm). Using a self-limiting oxidation process, it is possible to reduce the dot size further down to 4 nm. The interparticle tunnel barriers can also be formed by in situ oxidation or nitridation in a controlled manner.

2.2. Combining bottom-up and top-down approaches for fabricating nanoscale device structures

Integrating the fabricated SiNDs, either over a large area or in a local area, is a very challenging issue. Various techniques are currently under investigation, for example, the dispersion solution drop and evaporation method [9], the Langmuir–Blodgett (LB) method, and the nanotemplate
method. We also examined a novel method of fabricating nanoscale devices by conducting the self-assembly of the SiNDs on patterned nanoelectrodes [10,11]. For preparing the SiND dispersion solution, substrates with deposited SiNDs were soaked into solvents such as methanol or isopropanol, and the ultrasonic treatment was applied for a few tens of seconds. The SiND solution was then condensed by evaporating the solvent a fraction.

The nanoelectrodes were fabricated by using electron beam lithography on the heavily doped n-type silicon on insulator (SOI) substrate with a thickness of about 50nm and a buried oxide (BOX) thickness of 200 nm. This structure gives a good areal contrast of hydrophobic (Si) and hydrophilic (SiO2) surfaces and works as a template for the following SiND assembly process. We used the drop and evaporation technique [9] to assemble the SiNDs from the dispersion solution by using the lateral capillary meniscus force, which operates at the point where the three phases of the liquid, air, and SiND meet. Fig. 2 shows the SiNDs assembled on the SOI substrate with a patterned nanogap of about 35 nm. We observed that SiNDs remained only in the SiO2 regions and were assembled near the nanogap, resulting in a SiND channel between the
electrodes. This trend was observed in common over a large area. This method may be useful to fabricate the SiND-based nanoscale transistors, and we believe that it is possible to form a channel with few SiNDs or even a single dot by reducing the density of SiNDs and optimizing
evaporation conditions.

3. Electron transport properties of Si nanodots
3.1. Resonant tunneling via single Si nanodot

Strong quantum confinement effect in a SiND is the key to realize Si-based resonant tunnelingdevices. We



characterized tunneling current through a single SiND by using the contact mode AFM [12]. The SiNDs were sparsely distributed on the n-type [1 0 0] Si substrate with a surface density of 1.4 108 cm 2. For the cantilever, we used a silicon tip coated with gold. We performed contact-
AFM scanning with 1 1 mm2 scan area to generate the topography image. The AFM measurement was performed by selecting a single SiND from the topographical view. I–V characteristics were measured for a single SiND at room temperature [11]. Fig. 3 shows the typical I–V curve observed when the sample was positively biased from 0 to 4.5V. Negative differential conductance (NDC) was clearly observed at a bias voltage of about 1V, and the peak-to-valley (P/V) current ratio was as large as about 17. As SiND-based resonant tunneling structures can be integrated with conventional MOSFETs, the observed multiple NDC characteristics may be used for making Si-based novel functional devices such as tunnel-based SRAM and resonant tunneling transistors.

3.2. Coulomb blockade and electron interaction in coupled
double Si nanodots

Charge quantization and Coulomb blockade have also been studied intensively for SiNDs. Coulomb oscillation of tunneling current has been observed at room temperature by using point-contact single-electron transistors (PCSETs) with very few SiNDs in the channel. Electrostatic
and coherent coupling effects have also been studied recently for strongly coupled double SiNDs by using PC-SETs fabricated on an nc-Si thin film. The PC-SETs with a very small channel, with 30 30 nm2 in lateral dimensions, were formed on a 40-nm thick nc-Si film with a lateral grain size of 20–25 nm. The electrostatic potential on the grains is controlled via the bias applied to two side gates. The PC-SETs exhibited delocalization of the electron wavefunctions over the coupled double dots via a very thin tunnel barrier. A plot of the device conductance at 4.2K as a function of the two side gate voltages shows singleelectron conductance peaks, which partially form an electron stability diagram for two charging dots (Fig. 4).

The peak lines in this plot (white dotted lines) show strong splitting (a dotted circle) caused by electrostatic

interactions when the energy levels in the two dots are in resonance [13]. In this strong coupling region, we observed that the characteristics are decomposed into four Lorentzian peaks: two main peaks with two small peaks (Fig. 4; right figure) [14]. This is attributed to the tunnel coupling across two adjacent double dots, resulting in bonding- and anti-bonding-like resonance peaks. Tunnel splitting obtained from the peak separation is about 0.4 meV, which is from a few times to an order-of-magnitude larger than the value reported previously in GaAs/AlGaAs quantum dots. Such quasi-molecular states may be used to realize a Si-based charge qubit.

3.3. Phononic band formation in Si nanodot array

Silicon and SiO2, the key players in the present VLSIs, now combine in a different way to offer new functional applications in electronics and mechanics. Electron transport properties of the SiNDs interconnected with thin oxide layers have recently attracted growing attention due to the experimental observation of ballistic electron emission [15] as well as the theoretical study of phonon depletion [16]. The electronic and phononic states have been recently investigated for a one-dimensional array of SiNDs interconnected with thin oxide layers as shown in Fig. 5. This acoustic heterostructure has a wide variety of interesting features such as phonon bandgap and phonon confinement. Changing the thickness of the oxides controls the energy range of the bandgap. It is also interesting to note that the energy dispersion for high-energy phonons is
flat. Such phonons are confined in SiNDs.

Another interesting feature of this structure is the reduction of the electron–phonon scattering potential, which is written as Hel2phðxÞ ¼ DacoqSðxÞ=qx where S(x) and Daco denote phonon wave function and the coupling constant, respectively. The first derivative of S(x) is also
known as the strain. Fig. 6 compares the strain in the acoustic heterostructure (circles with solid line) and conventional Si (broken line). Note that the oxide layers ‘absorb’ the strain from the SiNDs [17]. This is reasonable because the oxide layers are ‘softer’ than SiNDs (the Young’s modulus of Si and oxide are 180 and 70 GPa,


respectively). As the coupling constant Daco in the oxide is smaller than that in Si, the strain absorption effect reduces the scattering potential over the entire region compared with that of Si. It was shown theoretically [18,19] that the electron energy loss rate is suppressed significantly in the vicinity of the miniband bottom energy.

4. Novel functional device applications based on silicon
nanodots

Based on the new properties shown in Section 3, we have pursued various device applications such as ballistic electron emission devices, light-emitting devices, singleelectron transistors [20], SiND memory with a long data retention time [21], and a nonvolatile nanoelectromechanical
system (NEMS) memory. Two unique device applications are introduced in the following sections.

4.1. Ballistic electron emission device

As one of the promising applications of the SiNDs, we investigated the SiND-based electron surface emitter [22]. Unique phonon properties of the array of SiNDs covered with SiO2, shown in Section 3.3, the lead to ballistic electron emission phenomenon. An electron emitter device was fabricated by using a 150-nm-thick layer of Si nanodots deposited on n+-Si substrate and a very thin Au top electrode (Fig. 7). When the voltage is applied across the SiND layer, only electrons with energy higher than the Au work function WAu of 5 eV are emitted into vacuum through the top electrode. Both diode and emission currents were measured as a function of the extraction voltage Vex, and the emission efficiency could be as large as 5%. We also investigated the energy distribution of emitted electron by using a conventional ac-retarding-field analyzer.

As shown in Fig. 8, we found that the energy distribution of the emitted electrons is non-Maxwellian in contrast with those observed for conventional cold emitters. Maximum electron energy agrees approximately with eVex WAu, and the peak energy varies in proportion to Vex. These results show that fractional electrons travel throughout the SiND layer in a quasi-ballistic manner and emit into vacuum.

5. Conclusion

We have studied SiNDs as a promising building block for Si nanoelectronics. SiNDs with diameters as small as 5 nm were fabricated by using VHF plasma CVD to achieve an interface tunnel layer thickness of 1 nm. In addition, the SiND assembly technique was successfully combined with the nanofabrication technique to build nanoscale transistors with SiNDs as a channel. A variety of new functions were found for SiNDs: ballistic electron emission, single-electron charging effects, and quantum mechanical coupling between two adjacent dots, which
have never been observed before in bulk silicon. Based on these unique material properties, we have explored various novel device applications such as a ballistic surface electron emitter and a high-speed and nonvolatile nanoelectromechanical memory. An innovative fusion of top-down and bottom-up silicon technologies may lead to a highperformance and low-cost material platform for macro-, micro-, and nanoelectronics.