• Title/Summary/Keyword: CMOS Process

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Design of a Neural Chip for Classifying Iris Flowers based on CMOS Analog Neurons

  • Choi, Yoon-Jin;Lee, Eun-Min;Jeong, Hang-Geun
    • Journal of Sensor Science and Technology
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    • v.28 no.5
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    • pp.284-288
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    • 2019
  • A calibration-free analog neuron circuit is proposed as a viable alternative to the power hungry digital neuron in implementing a deep neural network. The conventional analog neuron requires calibrations because a voltage-mode link is used between the soma and the synapse, which results in significant uncertainty in terms of current mapping. In this work, a current-mode link is used to establish a robust link between the soma and the synapse against the variations in the process and interconnection impedances. The increased hardware owing to the adoption of the current-mode link is estimated to be manageable because the number of neurons in each layer of the neural network is typically bounded. To demonstrate the utility of the proposed analog neuron, a simple neural network with $4{\times}7{\times}3$ architecture has been designed for classifying iris flowers. The chip is now under fabrication in 0.35 mm CMOS technology. Thus, the proposed true current-mode analog neuron can be a practical option in realizing power-efficient neural networks for edge computing.

A Study on sub 0.1$\mu\textrm{m}$ ULSI Device Quality Using Novel Titanium Silicide Formation Process & STI (새로운 티타늅 실리사이드 형성공정과 STI를 이용한 서브 0,1$\mu\textrm{m}$ ULSI급 소자의 특성연구)

  • Eom, Geum-Yong;O, Hwan-Sul
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.39 no.5
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    • pp.1-7
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    • 2002
  • Deep sub-micron bulk CMOS circuits require gate electrode materials such as metal silicide and titanium silicide for gate oxides. Many authors have conducted research to improve the quality of the sub-micron gate oxide. However, few have reported on the electrical quality and reliability of an ultra-thin gate. In this paper, we will recommend a novel shallow trench isolation structure and a two-step TiS $i_2$ formation process to improve the corner metal oxide semiconductor field-effect transistor (MOSFET) for sub-0.1${\mu}{\textrm}{m}$ VLSI devices. Differently from using normal LOCOS technology, deep sub-micron CMOS devices using the novel shallow trench isolation (STI) technology have unique "inverse narrow-channel effects" when the channel width of the device is scaled down. The titanium silicide process has problems because fluorine contamination caused by the gate sidewall etching inhibits the silicide reaction and accelerates agglomeration. To resolve these Problems, we developed a novel two-step deposited silicide process. The key point of this process is the deposition and subsequent removal of titanium before the titanium silicide process. It was found by using focused ion beam transmission electron microscopy that the STI structure improved the narrow channel effect and reduced the junction leakage current and threshold voltage at the edge of the channel. In terms of transistor characteristics, we also obtained a low gate voltage variation and a low trap density, saturation current, some more to be large transconductance at the channel for sub-0.1${\mu}{\textrm}{m}$ VLSI devices.

Integrated Circuit of a Peak Detector for Flyback Converter using a 0.35 um CMOS Process (0.35 um CMOS 공정을 이용한 플라이백 컨버터용 피크검출기의 집적회로 설계)

  • Han, Ye-Ji;Song, Han-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.7
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    • pp.42-48
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    • 2016
  • In this paper, a high-precision peak detector circuit that detects the output voltage information of a fly-back converter is proposed. The proposed design consists of basic analog elements with only one operational amplifier and three transistors. Because of its simple structure, the proposed circuit can minimize the delay time of the detection process, which has a strong impact on the precision of the regulation aspect of the fly-back converter. Furthermore, by using an amplifier and several transistors, the proposed detector can be fully integrated on-chip, instead of using discrete circuit elements, such as capacitors and diodes, as in conventional designs, which reduces the production cost of the fly-back converter module. In order to verify the performance of the proposed scheme, the peak detector was simulated and implemented by using a 0.35 m MagnaChip process. The gained results from the simulation with a sinusoidal stimulus signal show a very small detection error in the range of 0.3~3.1%, which is much lower than other reported detecting circuits. The measured results from the fabricated chip confirm the simulation results. As a result, the proposed peak detector is recommended for designs of high-performance fly-back converters in order to improve the poor regulation aspect seen in conventional designs.

A New Flash A/D Converter Adopting Double Base Number System (2개의 밑수를 이용한 Flash A/D 변환기)

  • Kim, Jong-Soo;Kim, Man-Ho;Jang, Eun-Hwa
    • Journal of the Institute of Convergence Signal Processing
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    • v.9 no.1
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    • pp.54-61
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    • 2008
  • This paper presents a new TIQ based CMOS flash 6-bit ADC to process digital signal in real time. In order to improve the conversion speed of ADC by designing new logic or layout of ADC circuits, a new design method is proposed in encoding logic circuits. The proposed encoding circuits convert analog input into digitally encoded double base number system(DBNS), which uses two bases unlike the normal binary representation scheme. The DBNS adopts binary and ternary radix to enhance digital arithmetic processing capability. In the DBNS, the addition and multiplication can be processed with just shift operations only. Finding near canonical representation is the most important work in general DBNS. But the main disadvantage of DBNS representation in ADC is the fan-in problem. Thus, an equal distribution algorithm is developed to solve the fan-in problem after assignment the prime numbers first. The conversion speed of simulation result was 1.6 GSPS, at 1.8V power with the Magna $0.18{\mu}m$ CMOS process, and the maximum power consumption was 38.71mW.

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A Radiation-hardened Model Design of CMOS Digital Logic Circuit for Nuclear Power Plant IC and its Total Radiation Damage Analysis (원전용 IC를 위한 CMOS 디지털 논리회로의 내방사선 모델 설계 및 누적방사선 손상 분석)

  • Lee, Min-Woong;Lee, Nam-Ho;Kim, Jong-Yeol;Cho, Seong-Ik
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.6
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    • pp.745-752
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    • 2018
  • ICs(Integrated circuits) for nuclear power plant exposed to radiation environment occur malfunctions and data errors by the TID(Total ionizing dose) effects among radiation-damage phenomenons. In order to protect ICs from the TID effects, this paper proposes a radiation-hardening of the logic circuit(D-latch) which used for the data synchronization and the clock division in the ICs design. The radiation-hardening technology in the logic device(NAND) that constitutes the proposed RH(Radiation-hardened) D-latch is structurally more advantageous than the conventional technologies in that it keeps the device characteristics of the commercial process. Because of this, the unit cell based design of the RH logic device is possible, which makes it easier to design RH ICs, including digital logic circuits, and reduce the time and cost required in RH circuit design. In this paper, we design and modeling the structure of RH D-latch based on commercial $0.35{\mu}m$ CMOS process using Silvaco's TCAD 3D tool. As a result of verifying the radiation characteristics by applying the radiation-damage M&S (Modeling&Simulation) technique, we have confirmed the radiation-damage of the standard D-latch and the RH performance of the proposed D-latch by the TID effects.

Switched SRAM-Based Physical Unclonable Function with Multiple Challenge to Response Pairs (스위칭 회로를 이용한 다수의 입출력 쌍을 갖는 SRAM 기반 물리적 복제 불가능 보안회로)

  • Baek, Seungbum;Hong, Jong-Phil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.8
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    • pp.1037-1043
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    • 2020
  • This paper presents a new Physical Unclonable Function (PUF) security chip based on a low-cost, small-area, and low-power semiconductor process for IoT devices. The proposed security circuit has multiple challenge-to-response pairs (CRP) by adding the switching circuit to the cross-coupled path between two inverters of the SRAM structure and applying the challenge input. As a result, the proposed structure has multiple CRPs while maintaining the advantages of fast operating speed and small area per bit of the conventional SRAM based PUF security chip. In order to verify the performance, the proposed switched SRAM based PUF security chip with a core area of 0.095㎟ was implemented in a 180nm CMOS process. The measurement results of the implemented PUF show 4096-bit number of CRPs, intra-chip Hamming Distance (HD) of 0, and inter-chip HD of 0.4052.

Development of the Ka-band Frequency Synthesizer and Receiver based on MMIC (MMIC 기반 Ka대역 주파수합성기 및 수신기 개발)

  • Mihui, Seo;Hae-Chang, Jeong;Kyoung-Il, Na;Sosu, Kim
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.1
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    • pp.123-129
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    • 2023
  • In this paper, the frequency synthesis(FS) MMIC and the receive MMICs were developed for a Ka-band compact radar. Also a compact Ka-band frequency synthesizer and a receiver were developed based on those MMICs. The FS MMIC and the wireless-receiver(WR) MMIC to receive the baseband frequency were manufactured by a 65 nm CMOS process and the front-end(FE) MMIC to receive the Ka-band frequency was manufactured by a 150 nm GaN process. Linear frequency modulation waveform and pulse waveform for the transmit signal were measured by output signal of frequency synthesizer. The measured performance of developed receiver including the FE MMICs and the WR MMIC were ≧ 80 dB gain, ≦ 6 dB noise figure and ≧ 10 dBm at OP1dB. The measurement results of the developed frequency synthesizer and the receiver including the manufactured MMICs showed that they could be applied to Ka-band compact radar.

New phase/frequency detectors for high-speed phase-locked loop application (고속 위상 동기 루프를 위한 새로운 구조의 위상/주파수 검출기)

  • 전상오;정태식;김재석;최우영
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.35C no.8
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    • pp.52-59
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    • 1998
  • New types of PFD (phase-frequency detector) are proposed with reset time and propagation delay reduced. The perfomrance of our proposed PFDs are confirmed by SPICE simulation with 0.8.mu.m CMOS process parameter. As a result of simulation, the reset time of PFDs are 0.32 nsec and 0.030 nsec in capture-process. The proposed PFDs can be used in hihg-speed phase-licked loop (PLL).

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Impact of Plasma Induced Degradation on Low Temperature Poly-Si CMOS TFTs during Etching Process

  • Chang, Jiun-Jye;Chen, Chih-Chiang;Chuang, Ching-Sang;Yeh, Yung-Hui
    • 한국정보디스플레이학회:학술대회논문집
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    • 2002.08a
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    • pp.519-522
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    • 2002
  • In this paper, we analyze the impact of plasma etching process induced device degradation on low temperature poly-Si TFTs. The results indicate the relationship between device degradation and PPID effect during plasma fabrication. The dual-gate structure, which is used to suppress leakage current, is also discussed in this research.

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A Study on the Process Conditions Optimization for Al-Cu Metal Line Corrosion Improvement (Al-Cu 금속 배선 부식 개선을 위한 공정조건 최적화에 관한 연구)

  • Mun, Seong Yeol;Kang, Seong Jun;Joung, Yang Hee
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.11
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    • pp.2525-2531
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    • 2012
  • Al-Cu alloy has been used as a circuit material for its low resistance and ease to process for long years at CMOS technology. However, basically metal is very susceptible to corrosion and which has been a long pending trouble in various fields using metal. The defect causes the reliability concerns, so improved methods are necessary to reduce the defect. In the various corrosion parameters, PR strip process conditions after metal etch and optimal cleaning solutions are controllable and increase the process margin to prevent the metal corrosion. This study proposes that chlorine residue after metal etch as the source of metal corrosion, and charges should be removed by optimizing PR strip process condition and cleaning condition.