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2019 IEEE International Solid- State Circuits Conference - (ISSCC)最新文献

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27.2 An Adiabatic Sense and Set Rectifier for Improved Maximum-Power-Point Tracking in Piezoelectric Harvesting with 541% Energy Extraction Gain 27.2具有541%能量提取增益的压电采集中改进的最大功率点跟踪的绝热感应和整流器
Pub Date : 2019-03-07 DOI: 10.1109/ISSCC.2019.8662341
Yimai Peng, K. Choo, Sechang Oh, Inhee Lee, Taekwang Jang, Yejoong Kim, Jongyup Lim, D. Blaauw, D. Sylvester
Piezoelectric energy harvesters (PEHs) convert mechanical energy from vibrations into electrical energy. They have become popular in energy-autonomous IoT systems. However.’ the total energy extracted by a PEH is highly sensitive to matching between the PEH impedance and the energy extraction circuit. Prior solutions include the use of a full-bridge rectifier (FBR) and a so-called synchronous electric-charge extraction (SECE) [1], and are suitable for non-periodic vibrations. However, their extraction efficiency is low since the large internal capacitance $C_{mathrm {p}}$ (usually 10’s of nF) of the PEH (Fig. 27.2.1) prevents the output voltage from reaching its maximum power point (MPP) under a typical sinusoidal and transient excitation $(V_{mathrm {M}mathrm {P}mathrm {P}}={1/2}cdot l_{mathrm {p}}R_{mathrm {p}})$. A recently proposed technique [2], [3], [4], called bias-flip, achieves a higher extraction efficiency by forcing a predetermined constant voltage at the PEH output, $V_{mathrm {p}}$, which is then flipped every half-period of the assumed sinusoidal excitation (Fig. 27.2.1, top left). To flip $V_{mathrm {p}},$ the energy in capacitor $C_{mathrm {p}}$ is extracted using either a large external inductor [2], [3] or capacitor arrays [4]. It is then restored with the opposite polarity (Fig. 27.2.1, top). However, $V_{mathrm {M}mathrm {P}mathrm {P}}$ of the PEH varies with sinusoidal current /.’ hence, the two fixed values of $V_{mathrm {p}}$ in the flip-bias technique either over-or underestimate $V_{mathrm {M}mathrm {P}mathrm {P}}$ for much of the oscillation cycle (pattern filled regions in Fig. 27.2.1, top right). In addition, none of the prior approaches compensate for $V_{mathrm {M}mathrm {P}mathrm {P}}$-waveform amplitude changes, due to input intensity variations or decaying oscillations after an impulse, further degrading efficiency.
压电能量收集器(PEHs)将振动产生的机械能转化为电能。它们在能源自主物联网系统中变得很受欢迎。然而。PEH提取的总能量对PEH阻抗与能量提取电路的匹配高度敏感。先前的解决方案包括使用全桥整流器(FBR)和所谓的同步电荷提取(SECE)[1],并且适用于非周期振动。然而,由于PEH(图27.2.1)的大内部电容$C_{mathrm {p}}$(通常为10 's nF)阻止了输出电压在典型的正弦和瞬态激励$(V_{mathrm {M}mathrm {p}} ={1/2}cdot l_{mathrm {p}}R_{mathrm {p}})$下达到最大功率点(MPP),因此它们的提取效率很低。最近提出的一种技术[2],[3],[4],称为偏置翻转,通过在PEH输出$V_{ mathm {p}}$上施加预定的恒定电压,然后在假设的正弦激励的每半个周期翻转一次,从而实现更高的提取效率(图27.2.1,左上)。为了翻转$V_{mathrm {p}},$电容器$C_{mathrm {p}}$中的能量使用大型外部电感器[2],[3]或电容器阵列[4]来提取。然后,它被恢复为相反的极性(图27.2.1,顶部)。然而,PEH的$V_{mathrm {M}mathrm {P}mathrm {P}}$随正弦电流/而变化。因此,翻转偏置技术中$V_{ mathm {p}}$的两个固定值在大部分振荡周期中要么过高要么过低$V_{ mathm {M} mathm {p} mathm {p}}$(图27.2.1中的模式填充区域,右上方)。此外,之前的方法都无法补偿由于输入强度变化或脉冲后振荡衰减而导致的$V_{mathrm {M}mathrm {P}mathrm {P}}$-波形幅度变化,从而进一步降低效率。
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引用次数: 14
28.4 A High-Q Resonant Inductive Link Transmit Modulator/Driver for Enhanced Power and FSK/PSK Data Transfer Using Adaptive-Predictive Phase-Continuous Switching Fractional-Capacitance Tuning 28.4基于自适应预测相位连续开关分数电容调谐的高q谐振电感链路传输调制器/驱动器
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662329
H. Kennedy, R. Bodnar, Teerasak Lee, W. Redman-White
As well as transferring power, inductively coupled systems such as RFID and wireless charging commonly require a downlink channel to transfer data to the receiving function, for simplicity usually using the same carrier frequency used for the power transfer. A high-Q resonant transmitter coil is highly desirable to create the strong magnetic field required fora practical operating range. However, this not only raises major problems with sensitivity to tolerances and environmental factors, but also seriously restricts the available bandwidth and hence downlink data-rate. Amplitude Shift or On-Off Keying (ASK/OOK) are commonly used to allow simple demodulation, but in addition to the 0 factor restricting the data-rate, the average power transfer will be reduced by around 50%. Frequency Shift Keying (FSK) or Phase Shift Keying (PSK) are attractive inasmuch as the nominally constant envelope provides a potentially higher power throughput, but the data-rate issue with a high-Q transmitter still remains. This is obvious for FSK, where by definition operation cannot be maintained away from the transmitter antenna’s resonance frequency. Less obviously, for PSK applied to a nominally constant frequency carrier, the stored energy in the transmit tuned circuit will slow the phase transitions making demodulation more difficult; for binary PSK the amplitude will also drop significantly at each symbol transition. Note that the receiver 0 factor is usually lower to avoid the need for active tuning in a micropower circuit.
除了传输功率,电感耦合系统(如RFID和无线充电)通常需要一个下行通道来将数据传输到接收功能,为了简单起见,通常使用用于功率传输的相同载波频率。一个高q谐振发射机线圈是非常理想的,以创造一个实际工作范围所需的强磁场。然而,这不仅引起了对公差和环境因素敏感性的主要问题,而且严重限制了可用带宽,从而限制了下行数据速率。振幅移位或开关键控(ASK/OOK)通常用于允许简单的解调,但除了限制数据速率的0因素外,平均功率传输将减少约50%。频移键控(FSK)或相移键控(PSK)是有吸引力的,因为名义上恒定的包络提供了潜在的更高的功率吞吐量,但高q发射机的数据速率问题仍然存在。这对于FSK来说是显而易见的,根据定义,操作不能保持远离发射机天线的谐振频率。不太明显的是,对于应用于名义上恒定频率载波的PSK,发射调谐电路中存储的能量将减慢相变,使解调更加困难;对于二进制PSK,在每个符号过渡处幅度也将显著下降。请注意,接收器0因子通常较低,以避免在微功率电路中需要主动调谐。
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引用次数: 2
11.3 A Capacitive Biosensor for Cancer Diagnosis Using a Functionalized Microneedle and a 13.7b-Resolution Capacitance-to-Digital Converter from 1 to 100nF 11.3使用功能化微针和13.7b分辨率1 - 100nF电容-数字转换器的癌症诊断电容式生物传感器
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662522
Seungwoo Song, Jukwan Na, Moonhyung Jang, Hyeyeon Lee, Hyesoo Lee, Y. Lim, Heonjin Choi, Youngcheol Chae
A malignant tumor consists of rapidly growing cancer cells, and requires a dedicated blood supply to provide oxygen and nutrients. Therefore, vascular endothelial growth factor (VEGF), a signal protein produced by cells stimulating angiogenesis, is considered as a key biomarker in clinical diagnosis of cancers [1], [2]. There are already existing methods for the VEGF detection requiring advanced instruments and complex protocols [2]. Recently, significant progress has been achieved in biosensors for the detection and quantification of VEGF using synthetic receptors [2]. In particular, a capacitive biosensor detects the change of dielectric properties when the receptor binds to VEGF, and capacitance change can be used to quantify the reactions. However, the sensitivity of the capacitive biosensors still needs to be improved for use in cancer diagnosis.
恶性肿瘤由快速生长的癌细胞组成,需要专门的血液供应来提供氧气和营养。因此,血管内皮生长因子(vascular endothelial growth factor, VEGF)作为细胞刺激血管生成产生的信号蛋白,被认为是临床诊断癌症的关键生物标志物[1],[2]。现有的VEGF检测方法需要先进的仪器和复杂的方案[2]。近年来,利用合成受体检测和定量VEGF的生物传感器取得了重大进展[2]。特别是,当受体与VEGF结合时,电容性生物传感器检测介电性质的变化,电容变化可用于量化反应。然而,电容式生物传感器的灵敏度仍有待提高,以用于癌症诊断。
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引用次数: 5
ISSCC 2019 Foreword
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662544
E. Cantatore
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引用次数: 0
19.4 An Adaptive Clock Management Scheme Exploiting Instruction-Based Dynamic Timing Slack for a General-Purpose Graphics Processor Unit with Deep Pipeline and Out-of-Order Execution 19.4一种利用基于指令的动态时序松弛的通用图形处理器单元深度流水线和乱序执行的自适应时钟管理方案
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662389
Tianyu Jia, R. Joseph, Jie Gu
Cycle-by-cycle dynamic timing slack (DTS), which represents extra timing margin from the critical-path timing slack reported by the static timing analysis (STA), has been observed at both program level and instruction level. Conventional dynamic voltage and frequency scaling (DVFS) works at the program level and does not provide adequate frequency-scaling granularity for instruction-level timing management [1]. Razor-based techniques leverage error detection to exploit the DTS on a cycle-by-cycle basis [2]. However, it requires additional error-detection circuits and architecture-level co-design for error recovery [3]. Supply droop-based adaptive clocking was used to reduce timing margin under PVT variation, but does not address the instruction-level timing variation [4]. Recently, instruction-based adaptive clock schemes have been introduced to enhance a CPU’s operation [5–6]. For example, instruction types at the execution stage were used to provide timing control for a simple pipeline structure. However, this scheme lacks adequate consideration for other pipeline stages whose timing may not be opcode dependent [5]. In [6], the instruction-execution sequence was evaluated at the compiler level with the timing encoded into the instruction code. The scheme considers all pipeline stages but relies on in-order execution of instructions for proper timing encoding from the compiler.
在程序级和指令级都观察到逐周期动态时序松弛(DTS),它表示静态时序分析(STA)报告的关键路径时序松弛的额外时序裕度。传统的动态电压和频率缩放(DVFS)在程序级工作,不能为指令级时序管理提供足够的频率缩放粒度[1]。基于剃刀的技术利用错误检测来逐周期地利用DTS[2]。然而,它需要额外的错误检测电路和架构级的协同设计来进行错误恢复[3]。基于供给下垂的自适应时钟用于减小PVT变化下的时间裕度,但不能解决指令级时间变化[4]。最近,基于指令的自适应时钟方案被引入来增强CPU的运行[5-6]。例如,执行阶段的指令类型用于为简单的管道结构提供时序控制。然而,该方案缺乏对其他管道阶段的充分考虑,这些阶段的时间可能与操作码无关[5]。在[6]中,指令执行序列在编译器级别计算,并将时序编码到指令代码中。该方案考虑了所有管道阶段,但依赖于编译器对指令的顺序执行,以获得适当的时序编码。
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引用次数: 13
22.7 A Programmable Wireless EEG Monitoring SoC with Open/Closed-Loop Optogenetic and Electrical Stimulation for Epilepsy Control 22.7一种用于癫痫控制的开/闭环光电刺激可编程无线脑电图监测SoC
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662385
Shuenn-Yuh Lee, Chieh Tsou, Peng-Wei Huang, Po-Hao Cheng, Chi-Chung Liao, Zhan-Xien Liao, Hao-Yun Lee, Chou-Ching K. Lin, Chia-Hsiang Hsieh
The number of studies on closed-loop detection and electrical stimulation systems [1]–[2] for efficient control of neurological disorders is increasing, because recent clinical studies have shown their efficiency and usefulness in symptom suppression. Electrical stimulation can produce enough stimulation to affect a large range of nerves. However, all nerves near the stimulus are excited and hurt, and over time, currents start to exceed acceptable limits. Therefore, optogenetic stimulation [3]–[4] has become compelling in recent years due to several advantages: (1) no artificial noise on the EEG; (2) ability to stimulate specific nerves; and (3) no injurious effects on nerves. In this study, a wireless programmable stimulating system-on-chip (WPSSoC) is reported that provides wireless open/closed-loop optogenetic and electrical stimulation to improve treatment for epilepsy suppression. The system is demonstrated on programmable stimulation parameters wirelessly controlled by a software Graphical User Interface (GUI) on a computer. Moreover, an animal experiment conducted on optogenetic tissue was successful, thereby demonstrating that the nerve injury on optogenetic stimulation is lower than that of electrical stimulation.
由于最近的临床研究表明闭环检测和电刺激系统[1]-[2]在症状抑制方面的有效性和实用性,因此对有效控制神经系统疾病的研究越来越多。电刺激可以产生足够的刺激来影响大范围的神经。然而,所有靠近刺激的神经都兴奋和受伤,随着时间的推移,电流开始超过可接受的极限。因此,近年来,光遗传刺激[3]-[4]由于以下几个优点而成为人们关注的焦点:(1)脑电图无人工噪声;(2)刺激特定神经的能力;(3)对神经无损伤作用。在这项研究中,报道了一种无线可编程刺激系统芯片(WPSSoC)提供无线开/闭环光遗传和电刺激,以改善癫痫抑制的治疗。该系统通过计算机上的软件图形用户界面(GUI)无线控制的可编程增产参数进行了演示。此外,在光遗传组织上进行的动物实验成功,证明了光遗传刺激对神经的损伤低于电刺激。
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引用次数: 15
1.3 Integration of Photonics and Electronics 1.3光子学与电子学的融合
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662321
M. Smit, K. Williams, J. Tol
The market for photonic integrated circuits (PICs) is rapidly growing. Photonic integration which is now the dominant technology in high-bandwidth and long-distance telecommunications is increasingly applied to shorter distances within data centers. Now, it is set to become also dominant in many other fields: PICs offer compelling performance advances in terms of precision, bandwidth, and energy efficiency. To enable uptake in new sectors, the availability of highly standardized (generic) photonic-integration-platform technologies is of key importance, as this separates design from technology, reducing barriers for new entrants. Another major challenge is low-cost energy-efficient integration of photonics with the electronic circuitry that is used for driving and controlling the photonic IC and processing its information. Today, the major platform technologies are indium phosphide (InP)-based monolithic integration and silicon (Si)-based photonics. InP technology offers integration of the full suite of photonic components, including lasers, optical amplifiers, and high-performance modulators. While Si photonics offers better compatibility with CMOS process facilities, it lacks the most important photonic building blocks: lasers and optical amplifiers. In this paper, we describe the current status and directions for future developments of InP-based generic integration, and we compare the potential of InP photonics and Si photonics for integration with controlling electronics. In what follows, we will focus in Section 1 on similarities and differences between InP and Si photonics. In Section 2, we will give a concise overview of the present status of this technology and how it compares with Silicon photonics. In sections 3 and 4 we will discuss membrane-based technologies which support efficient integration with electronics.
光子集成电路(PICs)的市场正在迅速增长。光子集成是目前高带宽和远距离通信的主导技术,越来越多地应用于数据中心内的短距离通信。现在,它也将在许多其他领域占据主导地位:pic在精度、带宽和能源效率方面提供了令人信服的性能进步。为了使新领域能够吸收,高度标准化(通用)光子集成平台技术的可用性至关重要,因为这将设计与技术分离开来,减少了新进入者的障碍。另一个主要的挑战是将光子与用于驱动和控制光子集成电路及其信息处理的电子电路进行低成本、高能效的集成。今天,主要的平台技术是基于磷化铟(InP)的单片集成和基于硅(Si)的光子学。InP技术提供全套光子元件的集成,包括激光器、光放大器和高性能调制器。虽然硅光子学与CMOS工艺设施具有更好的兼容性,但它缺乏最重要的光子构建块:激光器和光放大器。在本文中,我们描述了基于InP的通用集成的现状和未来的发展方向,并比较了InP光子学和Si光子学与控制电子集成的潜力。在接下来的内容中,我们将在第1节集中讨论InP和Si光子学之间的异同。在第2节中,我们将简要概述该技术的现状以及它与硅光子学的比较。在第3节和第4节中,我们将讨论支持与电子器件有效集成的膜基技术。
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引用次数: 2
22.8 Adaptively Clock-Boosted Auto-Ranging Responsive Neurostimulator for Emerging Neuromodulation Applications 22.8用于新兴神经调节应用的自适应时钟增强自动测距响应性神经刺激器
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662458
Reza Pazhouhandeh, Gerard O’Leary, Iliya Weisspapir, David M. Groppe, Xuan-Thuan Nguyen, K. Abdelhalim, Hamed Mazhab-Jafari, T. Valiante, P. Carlen, N. Verma, R. Genov
An emerging neuromodulation approach to treat disorders such as intractable epilepsy and Alzheimer’s disease is to use electrical stimulation triggered by pathological brain states, conventionally delivered via intracranially implanted electrodes as shown in Fig. 22.8.1 (top, left). A safer, non-invasive technology for closed-loop deep-brain neuromodulation (DBN) to treat neural disorders has been a holy grail of neuroscience for decades. Recent clinical studies of non-invasive transcranial stimulation are showing increasing promise. For instance, there is evidence that stimulation in certain stages of sleep can improve memory. This work demonstrates a platform technology for enabling such studies and protocols, where brain-state-dependent stimulation enables therapy in either conventional invasive or emerging non-invasive neuromodulation modalities.
一种新兴的治疗顽固性癫痫和阿尔茨海默病等疾病的神经调节方法是使用由病理脑状态触发的电刺激,通常通过颅内植入电极传递,如图22.8.1(上,左)所示。几十年来,一种更安全、无创的闭环脑深部神经调节(DBN)治疗神经系统疾病的技术一直是神经科学的圣杯。最近的临床研究显示无创经颅刺激的前景越来越好。例如,有证据表明,在睡眠的某些阶段进行刺激可以提高记忆力。这项工作展示了一种平台技术,可以实现这样的研究和方案,其中脑状态依赖刺激可以在传统的侵入性或新兴的非侵入性神经调节模式下进行治疗。
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引用次数: 17
27.6 Background Capacitor-Current-Sensor Calibration of DC-DC Buck Converter with DVS for Accurately Accelerating Load-Transient Response 27.6带DVS的DC-DC降压变换器的背景电容-电流传感器校准,以准确加速负载暂态响应
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662296
T. Kuo, Yi-Wei Huang, Pai-Yi Wang
Switching buck converters with dynamic voltage scaling (DVS) for high-efficiency high-performance computing applications need to reduce the output-voltage undershoot/overshoot ($V_{mathrm {US}}$/$V_{mathrm {OS}}$) and settling time $t_{mathrm {S}}$ under a large and fast-changing load current ($I_{mathrm {load}}$). A multiphase topology with a fast load-transient response meets these requirements. The load-transient response can be accurately accelerated to reduce $V_{mathrm {US}}$/$V_{mathrm {OS}}$ and $t_{mathrm {S}}$ to near their ideal values by measuring the output-capacitor current $I_{mathrm {C}mathrm {o}}$ to control the inductor’s energizing and de-energizing times, since $I_{mathrm {C}mathrm {o}}$ instantly reflects the load-current transients. An integrated capacitor-current sensor (CCS) [1] can be used to sense $I_{mathrm {C}mathrm {o}}$ by emulating the output-capacitor impedance $Z_{mathrm {C}mathrm {o}}$: comprising capacitance $C_{mathrm{O}}$, the equivalent series resistance $R_{mathrm {E}mathrm {S}mathrm {R}}$, and inductance $L_{mathrm {E}mathrm {S}mathrm {L}}$. However, $I_{mathrm {C}mathrm {o}}$ will be inaccurately sensed if $Z_{mathrm {C}mathrm {o}}$ varies with different output voltages $V_{mathrm{O}}$, manufacturing variations, PCB parasitics, temperature, and aging. The state-of-the-art CCS calibration technique [1] for such $Z_{mathrm {C}mathrm {o}}$ variations is suitable for foreground operation and DVS with pre-characterized $V_{mathrm{O}}$ levels, since calibration starts immediately after being enabled and runs continuously until it ends. The CCS in [1] is calibrated with a low-power cost-effective comparator and successive approximation logic, with an acceptable calibration time $T_{mathrm{CAL}}$ for foreground operation. To broaden the range of applications, this work proposes an ADC-based CCS and a background CCS calibration (BCC) controller. The proposed CCS uses a flash ADC with a dynamic reference to shorten $T_{mathrm {C}mathrm {A}mathrm {L}}$. The BCC controller automatically finds a quasi-steady state (OS), namely a short period of steady-state behavior when there is no load transient or DVS event, to trigger CCS calibration, and can interrupt CCS calibration when a load transient or a DVS event occurs. Since OSs generally exist, the BCC with a short $T_{mathrm{CAL}}$ can increase the flexibility of scheduling both load transients and DVS events. Thus, it is suitable for DVS with numerous $V_{mathrm{O}}$ levels that account for in situ parameter variations.
用于高效高性能计算应用的动态电压缩放(DVS)开关降压转换器需要减少输出电压过调/过调($V_{ mathm {US}}$/$V_{ mathm {OS}}$)和在大且快速变化的负载电流($I_{ mathm {load}}$)下的稳定时间$t_{ mathm {S}}$。具有快速负载瞬态响应的多相拓扑结构满足这些要求。通过测量输出电容电流$I_{mathrm {C}mathrm {o}}$来控制电感器的通电和断电次数,可以精确地加速负载瞬态响应,使$V_{mathrm {US}}$/$V_{mathrm {OS}}$和$t_{mathrm {S}}$接近理想值,因为$I_{mathrm {C}mathrm {o}}$能瞬间反映负载电流瞬态。集成电容电流传感器(CCS)[1]可以通过模拟输出电容阻抗$Z_{ mathm {C} mathm {o}}$来感应$I_{ mathm {C} mathm {o}}$,包括电容$C_{ mathm {E} mathm {S} mathm {R} $和电感$L_{ mathm {E} mathm {S} mathm {L}}$。然而,如果$Z_{ mathm {C} mathm {o}}$随输出电压$V_{ mathm {o}}$、制造变化、PCB寄生、温度和老化而变化,则$I_{ mathm {C} mathm {o}}$会被不准确地检测到。对于这种$Z_{mathrm {C}mathrm {o}}$变化,最先进的CCS校准技术[1]适用于前景操作和具有预表征的$V_{mathrm{o}}$水平的分布式交换机,因为校准在启用后立即开始并持续运行直到结束。[1]中的CCS使用低功耗、低成本的比较器和逐次逼近逻辑进行校准,具有可接受的校准时间$T_{ mathm {CAL}}$用于前景操作。为了扩大应用范围,本工作提出了一个基于adc的CCS和一个背景CCS校准(BCC)控制器。提出的CCS使用带有动态引用的flash ADC来缩短$T_{ mathm {C} mathm {a} mathm {L}}$。BCC控制器自动找到一个准稳态(OS),即在没有负载瞬态或DVS事件时的短时间稳态行为,触发CCS校准,并在负载瞬态或DVS事件发生时中断CCS校准。由于os普遍存在,使用短$T_{ mathm {CAL}}$的BCC可以增加调度负载瞬态和分布式交换机事件的灵活性。因此,它适用于具有大量考虑原位参数变化的$V_{ mathm {O}}$级别的分布式交换机。
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引用次数: 2
2.5 A 40×40 Four-Neighbor Time-Based In-Memory Computing Graph ASIC Chip Featuring Wavefront Expansion and 2D Gradient Control 2.5具有波前扩展和二维梯度控制的40×40四邻时内存计算图ASIC芯片
Pub Date : 2019-03-06 DOI: 10.1109/ISSCC.2019.8662455
L. Everson, S. Sapatnekar, C. Kim
Single-source shortest path (SSP) problems have a rich history of algorithm development [1–3]. SSP has many applications including AI decision making, robot navigation, VLSI signal routing, autonomous vehicles and many other classes of problems that can be mapped onto graphs. Conventional algorithms rely on sequentially traversing the search space, which is inherently limited by traditional computer architecture. In graphs which become very large, this slow processing time can become a bottleneck in real world applications. We propose a time-based ASIC to address this issue. Our design leverages a dedicated hardware implementation to solve these problems in linear time complexity with superior energy efficiency. A $40times40$ four-neighbor grid implements a wavefront (WF) expansion with a first-in lockout mechanism to enable traceback. Outside the array, a programmable resistive ladder provides bias voltages to the edge cells, which enables pulse shaping reminiscent of the A* algorithm [3].
单源最短路径(SSP)问题有着丰富的算法发展历史[1-3]。SSP有许多应用,包括人工智能决策,机器人导航,VLSI信号路由,自动驾驶汽车和许多其他类型的问题,可以映射到图形上。传统算法依赖于顺序遍历搜索空间,这受到传统计算机体系结构的固有限制。在变得非常大的图形中,这种缓慢的处理时间可能成为实际应用程序中的瓶颈。我们提出一种基于时间的ASIC来解决这个问题。我们的设计利用专用硬件实现,以优越的能源效率在线性时间复杂度中解决这些问题。一个$40times40$的四邻居网格实现了波前(WF)扩展,具有先入锁定机制以实现回溯。在阵列之外,一个可编程的电阻阶梯为边缘单元提供偏置电压,从而使脉冲整形使人想起a *算法[3]。
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引用次数: 7
期刊
2019 IEEE International Solid- State Circuits Conference - (ISSCC)
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