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A mixed-precision binary neural network architecture for touch modality classification 16

A mixed-precision binary neural network architecture for tou...

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2021 International conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2021 and 16th conference on phd research in microelectronics and electronics, PRIME 2021

作者： Younes, Hamoud Ibrahim, Ali Rizk, Mostafa Valle, Maurizio COSMIC Laboratory Department of Electrical Electronic and Telecommunications Engineering and Naval Architecture University of Genova Genoa Italy Department of Computer and Communication Engineering Lebanese International University Bekaa Lebanon Department of Physics and Electronics Faculty of Sciences Lebanese University Lebanon

ISBN: (纸本)9783800755899

Binary Neural Networks (BNN) have been proposed to address the computational complexity and memory requirements of Convolutional Neural Networks (CNN). However, in most of the applications, BNNs suffer from severe accuracy loss due to the 1-bit quantization. In this paper, a Mixed-Precision Binary Weight Network (MP-BWN) is proposed as a compromise between CNN and BNN. Compared to traditional binary networks, MP-BWN offers better performance with an acceptable increase in the network size. MP-BWN achieves up to 99% reduction in both the number of operations and the network size compared to similar state-of-the-art solutions. When validated on a touch modality classification problem, the MP-BWN surpassed similar existing solutions by achieving a classification accuracy of 77.8%. © VDE VERLAG GMBH.

关键词： Neural networks

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A gm/ID sizing method for high-speed multi-stage operational amplifiers with feedforward-only compensation 16

A gm/ID sizing method for high-speed multi-stage operational...

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作者： Xie, Qixu Shi, Guoyong Ye, Yaoyao Dept. of Micro/Nano Electronics Shanghai Jiao Tong University Shanghai China

ISBN: (纸本)9783800755899

We present a gm/ID-based sizing method for multi-stage operational amplifiers (Op Amps) with feedforward-only compensation. For this class of Op Amps, we have to take into account of the dominant parasitic capacitances in pole-zero analysis. The presented design method combines analytical design equations with the gm/ID tables to facilitate the calculation of the sizing parameters. To enhance the sizing accuracy, we propose to use a three-dimensional lookup table of gds/ID versus both gm/ID and VDS and the current-normalized parasitic capacitance lookup tables, i.e., Cp,q/ID (p, q = D, G, S) versus gm/ID in sizing calculations. We verify by a case study that a high-speed three-stage Op Amp (attaining a GBW beyond 3 GHz) can be quickly sized using a TSMC 65nm CMOS technology. © VDE VERLAG GMBH.

关键词： Operational amplifiers

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Modeling Ni/ß-Ga2O3 SBD interface properties 16

Modeling Ni/ß-Ga2O3 SBD interface properties

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作者： Labed, Madani Sengouga, Nouredine Meftah, Afak Park, Jun Hui Kyoung, Sinsu Kim, Hojoong Rim, You Seung Laboratory of Semiconducting Mettalic Materials University of Biskra 07000 Algeria Department of Intelligent Mechatronics Engineering and Convergence Engineering for Intelligent Drone Sejong University Seoul05006 Korea Republic of Research and Development Powercubesemi Inc. Sujeong-gu Seongnam-si Gyeonggi-do13449 Korea Republic of

ISBN: (纸本)9783800755899

In this work, Ni/ß-Ga2O3 Schottky diode deposited by electron-beam evaporation was studied. A detailed numerical simulation is carried out to reproduce the current-voltage measurement of Ni/ß- Ga2O3 Schottky diode and extract the Ni/ß- Ga2O3 interface properties. For more agreement between simulation and measurement the effect of Ni workfunction, Si-doped ß-Ga2O3 surface electron affinity and traps concentration were studied. © VDE VERLAG GMBH.

关键词： Gallium compounds

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A RISC-V-based system on chip for high-speed control in safety-critical 650 V GaN-applications 16

A RISC-V-based system on chip for high-speed control in safe...

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作者： Richter, Mike Lüdecke, André Lee, Yoon-Cue Stanitzki, Alexander Utz, Alexander Grau, Günter Kappert, Holger Kokozinski, Rainer Finkenstr. 61 Duisburg47057 Germany advICo Microelectronics GmbH Münsterstr. 13-15 Recklinghausen45657 Germany Department of Electronic Components and Circuits University of Duisburg-Essen Bismarckstr. 81 Duisburg47057 Germany

ISBN: (纸本)9783800755899

In power electronics applications, Gallium Nitride (GaN)-based transistors generally offer benefits in efficiency and switching speed, but come at the cost of harder controllability and thus more complex control circuits. As a contribution towards easier and safer control for GaN-devices, we present a new system-on-chip (SoC) specifically dedicated to the control of GaN-based power modules. The main processing unit is compliant with the RISC-V specification and implements the RV32IMC instruction set. Major parts of a control algorithm may be performed by peripheral modules that reduce workload on the processor and enable low-latency reactions towards safety-critical events in the GaN-circuit. The output is generated by a PWM-unit that supports sub-nanosecond resolution. The processor achieves a benchmark score of 2.03 CoreMark per MHz. The SoC reacts to threshold violations on measurement inputs within 25 ns. Future steps will involve expanding the SoC with more safety features and the coupling of several SoCs for multiphase synchronization. © VDE VERLAG GMBH.

关键词： System-on-chip

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Electronic solution to compensate the effects of the temperature and the humidity on the measurements of a capacitive sensor dedicated to an injection insulin pen 16

Electronic solution to compensate the effects of the tempera...

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作者： Joly, Sylvain Lepple-Wienhues, Albrecht Dehollain, Catherine Innovation Group Valtronic Technologies Les Charbonnières Switzerland RFIC Research Group Ecole Polytechnique Fédérale de Lausanne Lausanne Switzerland

ISBN: (纸本)9783800755899

This article presents the climatic effects on a capacitive sensor device which measures drug volume inside an injection pen. The variations of the temperature and the humidity have a direct impact on the value of the capacitance. Therefore, experiments have been performed by modifying the temperature from 32°C to 23 °C at a constant relative humidity of 30%, inducing a variation of absolute humidity. The errors due to temperature and humidity induce a capacitance variation corresponding to a volume error of ~130µL That represents a dose error of 13 International Units (IU) of insulin. Two main approaches are presented in this paper. Firstly, the effect of water absorption is decreased by encapsulating the analog Printed Circuit Board (PCB). Secondly, reference electrodes are added to the system to correct the climatic variation by differential measurement. It will be shown that these two combined techniques have a beneficial effect on the measurements with a reduction of the error by 70%. The remaining error corresponds to a volume error of 40µL, equivalent to 4IU of insulin. © VDE VERLAG GMBH.

关键词： Errors

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Multifrequency WGM Resonator Approach for Study of DNA Solutions with Reduced Microwave Screening

Multifrequency WGM Resonator Approach for Study of DNA Solut...

引用

16th German Microwave conference, GeMiC 2025

作者： Chekubasheva, Valeriia A. Gubin, Alexey I. Barannik, Alexander A. Zhulai, Dmytro Glukhov, Oleg V. Cherpak, Nickolay T. Vitusevich, Svetlana Forschungszentrum Jülich Germany Kharkiv National University of Radio Electronics Department of Microelectronics Electronic Devices and Appliances Ukraine O.Ya. Usikov Institute for Radiophysics and Electronics NAS of Ukraine Department of Solid-State Radiophysics Ukraine

ISBN: (纸本)9783982039749

This work presents a new approach for studies of DNA molecules with reduced microwave screening using a developed multifrequency Whispering Gallery Mode resonator technique. The proof-of-principle of the suggested method is demonstrated by utilizing a plastic layer with a microfluidic channel containing nanoliter volumes of liquid. The authors demonstrate the effectiveness of this method for detecting DNA molecules in frozen samples. The key innovations of the study are considerably reduced losses due to phase transition in DNA solutions with temperature decreasing and the application of a multifrequency approach. Precise measurements of shifts in the resonant frequency and Q-factor changes, simultaneously taken at six frequencies reveal clear investigation of DNA molecules. This approach opens new opportunities for efficient and accurate DNA analysis using microwave sensors in scientific and diagnostic fields. © 2025 Institut fur Mikrowellen und Antennentechnik - IMA.

关键词： Whispering gallery modes

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Investigation of the Optoelectronic Properties of InSbNBi with 16-Band k Dot p Model 7th

Investigation of the Optoelectronic Properties of InSbNBi wi...

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7th International conference on microelectronics, Circuits, and Systems, Micro 2020

作者： Mal, Indranil Samajdar, Dip Prakash Department of Electronics & Communication Engineering PDPM Indian Institute of Information Technology Design and Manufacturing Jabalpur India

ISBN: (纸本)9789811615696

We have calculated the electronic band diagram of InSb1-x-yNxBiy along the most symmetric directions of the crystal by implementing the 16-band k·p Hamiltonian. To retain the lattice-matched condition with the host material (InSb), an appropriate ratio (0.14) between the N (x) and Bi (y) mole fraction is required. The electronic band gap can be tuned accordingly for long wavelength infrared (LWIR) regime optoelectronic applications by precisely controlling the value of x and y. For InSb0.9772N0.0028Bi0.02, a band gap of 68 meV and corresponding operating wavelength around ~18.23 µm are obtained. However, a wide variation of band gap starting from 170 to 0 meV makes InSbNBi a promising and potential semiconductor for advanced thermal vision devices. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Hamiltonians

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Laser inkless eeo-printing on paper and cardboard 21

Laser inkless eeo-printing on paper and cardboard

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21st IEEE International conference on Industrial Technology, ICIT 2020

作者： Bravo-Montero, Francese Castells-Rufas, David Vogler, Sven Alexander Carrabina, Jordi MACSA ID S.A. Research and Development Manresa Spain Universitat Autònoma de Barcelona Microelectronics and Electronic Systems Department Bellaterra Spain

ISBN: (纸本)9781728157542

In this paper we present a novel method to print paper and cardboard without ink. The method is based on the carbonization of paper by a combination of lasers working on different wavelengths. A prove of concept system is created based on combining existing commercial systems to demonstrate the viability of the method. The results show that no debris is generated and the quality of the mark is superior in terms of contrast and resolution with previously known methods. © 2020 IEEE.

关键词： Carbonization

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Ultra-Low Power Relaxation Oscillators survey: Design Trends and Challenges

Ultra-Low Power Relaxation Oscillators survey: Design Trends...

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phd research in microelectronics and electronics Latin America (PRIME-LA)

作者： William Teles Medeiros Hamilton Klimach Sergio Bampi Microelectronics Graduate Program - UFRGS - Porto Alegre RS Brazil UFRGS - Porto Alegre RS Brazil

ISBN: (数字)9781728131467

ISBN: (纸本)9781728131474

The Relaxation oscillators (ROSCs) offer a better trade-off between power consumption, physical area and accuracy. This paper presents a study of recently published ultra-low-power relaxation oscillators with low-temperature coefficient, identifying its characteristics, performance parameters, and main challenges. A brief review show as state-of-the-art circuits handle with PVT (Process, voltage, and temperature) variations. By the end of this analysis, some trends in relaxation oscillators design are discussed.

关键词： Oscillators Capacitors Delays Resistors Power demand Switches Temperature sensors

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PlasticNet: A low latency flexible network architecture for interconnected multi-FPGA systems

PlasticNet: A low latency flexible network architecture for ...

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phd research in microelectronics and electronics Latin America (PRIME-LA)

作者： Carlos Salazar-García Jeferson González-Gómez Kaleb Alfaro-Badilla Ronny García-Ramírez Renato Rímolo-Donadío Christos Strydis Alfonso Chacón-Rodríguez Mechatronics Computer Electronics Engineering Instituto Tecnológico de Costa Rica Cartago Costa Rica Erasmus Medical Center Rotterdam The Netherlands

ISBN: (数字)9781728131467

ISBN: (纸本)9781728131474

This paper presents preliminary results of Plastic-Net, a custom FPGA interconnect architecture designed for high-processing applications that communicate extensively among multiple FPGAs. PlasticNet allows the interconnection of processing nodes (PNs) through a flexible, reliable and efficient custom protocol, that can be easily integrated in High-Level Synthesis (HLS) modern design environments. The system is evaluated on a ZedBoard Zynq®-7000 ARM/FPGA SoC Development Board, including criteria such as overhead, area, worst-case packet delivery latency and bandwidth. The best evaluated case achieved a half-occupancy latency of 16.9μs. The results show the potential of PlasticNet as an efficient solution for low latency multi-FPGA interconnection.

关键词： Field programmable gate arrays Reliability Hardware Protocols Encoding Computer architecture Tools

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