An object is to provide a semiconductor device of which a manufacturing process is not complicated and by which cost can be suppressed, by forming a thin film transistor using an oxide semiconductor film typified by zinc oxide, and a manufacturing method thereof. For the semiconductor device, a gate electrode is formed over a substrate; a gate insulating film is formed covering the gate electrode; an oxide semiconductor film is formed over the gate insulating film; and a first conductive film and a second conductive film are formed over the oxide semiconductor film. The oxide semiconductor film has at least a crystallized region in a channel region.

Semiconductor device, and manufacturing method thereof

Many companies are deploying services, either for consumers or industry, which are largely based on machine-learning algorithms for sophisticated processing of large amounts of data. The state-of-the-art and most popular such machine-learning algorithms are Convolutional and Deep Neural Networks (CNNs and DNNs), which are known to be both computationally and memory intensive. A number of neural network accelerators have been recently proposed which can offer high computational capacity/area ratio, but which remain hampered by memory accesses. However, unlike the memory wall faced by processors on general-purpose workloads, the CNNs and DNNs memory footprint, while large, is not beyond the capability of the on chip storage of a multi-chip system. This property, combined with the CNN/DNN algorithmic characteristics, can lead to high internal bandwidth and low external communications, which can in turn enable high-degree parallelism at a reasonable area cost. In this article, we introduce a custom multi-chip machine-learning architecture along those lines. We show that, on a subset of the largest known neural network layers, it is possible to achieve a speedup of 450.65x over a GPU, and reduce the energy by 150.31x on average for a 64-chip system. We implement the node down to the place and route at 28nm, containing a combination of custom storage and computational units, with industry-grade interconnects.

https://novel.ict.ac.cn/ychen/pdf/DaDianNao.pdf

DaDianNao: A Machine-Learning Supercomputer

In this article, we provide a basic introduction to CMOS image-sensor technology, design and performance limits and present recent developments and future directions in this area. We also discuss image-sensor operation and describe the most popular CMOS image-sensor architectures. We note the main non-idealities that limit CMOS image sensor performance, and specify several key performance measures. One of the most important advantages of CMOS image sensors over CCDs is the ability to integrate sensing with analog and digital processing down to the pixel level. Finally, we focus on recent developments and future research directions that are enabled by pixel-level processing, the applications of which promise to further improve CMOS image sensor performance and broaden their applicability beyond current markets.

CMOS image sensors

A semiconductor device comprising a semiconductor body having a top surface and a first and second laterally opposite sidewalls as formed on an insulating substrate is claimed. A gate dielectric is formed on the top surface of the semiconductor body and on the first and second laterally opposite sidewalls of the semiconductor body. A gate electrode is then formed on the gate dielectric on the top surface of the semiconductor body and adjacent to the gate dielectric on the first and second laterally opposite sidewalls of the semiconductor body. The gate electrode comprises a metal film formed directly adjacent to the gate dielectric layer. A pair of source and drain regions are then formed in the semiconductor body on opposite sides of the gate electrode.

Nonplanar transistors with metal gate electrodes

A nonplanar semiconductor device and its method of fabrication is described. The nonplanar semiconductor device includes a semiconductor body having a top surface opposite a bottom surface formed above an insulating substrate wherein the semiconductor body has a pair laterally opposite sidewalls. A gate dielectric is formed on the top surface of the semiconductor body on the laterally opposite sidewalls of the semiconductor body and on at least a portion of the bottom surface of semiconductor body. A gate electrode is formed on the gate dielectric, on the top surface of the semiconductor body and adjacent to the gate dielectric on the laterally opposite sidewalls of semiconductor body and beneath the gate dielectric on the bottom surface of the semiconductor body. A pair source/drain regions are formed in the semiconductor body on opposite sides of the gate electrode.

Nonplanar semiconductor device with partially or fully wrapped around gate electrode and methods of fabrication

A method was achieved for making improved self-aligned contacts (SAC) to a patterned polysilicon layer, such as gate electrodes for FETs. Lightly doped source/drain areas are implanted. A second insulating layer is deposited and etched back to form first sidewall spacers. A silicon nitride etch-stop layer and a first interpolysilicon oxide (IPO1) layer are deposited. First SAC openings are etched in the IPO1 layer to the etch-stop layer, and concurrently openings are etched for the gate electrodes, eliminating a masking step. The etch-stop layer is etched in the SAC openings to form second sidewall spacers that protect the first sidewall spacers during BOE cleaning of the contacts. A patterned polycide layer is used to make SACs and electrical interconnections. A second IPO layer is deposited to provide insulation, and an interlevel dielectric layer is deposited. Second SAC openings are etched to the etch-stop layer for the next level of metal interconnections, while the contact openings to the gate electrodes are etched to completion. The etch-stop layer is etched in the second SAC openings to form second sidewall spacers to protect the first sidewall spacers during cleaning. Metal plugs are formed from a first metal in the second SAC openings and in the openings to the gate electrodes. A second metal is patterned to complete the structure to the first level of metal interconnections.

Double spacer technology for making self-aligned contacts (SAC) on semiconductor integrated circuits

An SRAM device has STI regions separated by mesas and doped regions including source/drain regions, active areas, wordline conductors and contacts in a semiconductor substrate is made with a source region has 90° transitions in critical locations. Form a dielectric layer above the active areas. Form the wordline conductors above the active areas transverse to the active areas. The source and drain regions of a pass gate transistor are on the opposite sides of a wordline conductor. Form the sidewalls along the crystal plane. Form the contacts extending down through to the dielectric layer to the mesas. Substrate stress is reduced because the large active area region formed in the substrate assures that the contacts are formed on the surfaces of the mesas are in contact with the mesas formed on the substrate and that the surfaces of the silicon of the mesas are shielded from the contacts.

SRAM layout for relaxing mechanical stress in shallow trench isolation technology and method of manufacture thereof

The present disclosure provides a method of making an integrated circuit (IC). The method includes forming an electric device on a front side of a substrate; forming a top metal pad on the front side of the substrate, the top metal pad being coupled to the electric device; forming a passivation layer on the front side of the substrate, the top metal pad being embedded in the passivation layer; forming an opening in the passivation layer, exposing the top metal pad; forming a deep trench in the substrate; filling a conductive material in the deep trench and the opening, resulting in a though-wafer via (TWV) feature in the deep trench and a pad-TWV feature in the opening, where the top metal pad being connected to the TWV feature through the pad-TWV feature; and applying a polishing process to remove excessive conductive material, forming a substantially planar surface.

Bonding process for cmos image sensor

Light guide, a novel dielectric structure consisting of PE-Oxide and FSG-Oxide, has been developed to reduce crosstalk in 0.18-/spl mu/m CMOS image sensor technology. Due to the difference in refraction index (1.46 for PE-Oxide and 1.435 for FSG-Oxide), major part of the incident light can be totally reflected at the interface of PE-Oxide/FSG-Oxide, as the incidence angle is larger than total reflection angle. With this light guide, the pixel sensing capability can be enhanced and to reduce pixel crosstalk. Small pixels with pitch 3.0-/spl mu/m and 4.0-/spl mu/m have been characterized and examined. In 3.0-/spl mu/m pixel, optical crosstalk achieves 30% reduction for incidence angle of light at 10/spl deg/.

Light guide for pixel crosstalk improvement in deep submicron CMOS image sensor

A process for integrating the formation of salicided, CMOS logic devices, for a CMOS logic circuit region, and of a non-salicided, photodiode element, for a image sensor cell region, has been developed. The process features the selective formation of a thin silicon oxide layer on the top surface of the photodiode element, in the image sensor cell region of a semiconductor chip. The thin silicon oxide layer prevents formation of metal silicide on the photodiode element, during the procedure used to form the desired metal silicide layer on the CMOS logic devices, thus allowing low dark current generation, and a high signal to noise ratio, to be obtained via the non-salicided, photodiode element. A thick organic layer, is used to protect the thin silicon oxide layer, located on the photodiode element, during the procedure used to remove regions of the thin silicon oxide layer from the surfaces of elements to be subsequently overlaid with metal silicide.

Shou-Gwo Wuu

Papers

Double spacer technology for making self-aligned contacts (SAC) on semiconductor integrated circuits

SRAM layout for relaxing mechanical stress in shallow trench isolation technology and method of manufacture thereof

Bonding process for cmos image sensor

Light guide for pixel crosstalk improvement in deep submicron CMOS image sensor

Method of forming an image sensor cell and a CMOS logic circuit device