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A 12 V Compliant Multichannel Dual Mode Neural Stimulator With 0.004% Charge Mismatch and a 4×VDD Tolerant On-Chip Discharge Switch in Low-Voltage CMOS 符合 12 V 标准的多通道双模式神经刺激器,电荷失配率为 0.004%,采用低压 CMOS,具有 4×VDD 容限的片上放电开关
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-25 DOI: 10.1109/LSSC.2024.3467341
Thanh Dat Nguyen;Alessandro Maggi;Gianluca Lazzi;Constantine Sideris
This letter presents a 12 V-compliant 4-channel neural stimulator fabricated in a low-voltage bulk CMOS process. Arrays of current memory cells are used to implement anodic and cathodic current sources to generate anodic and cathodic current ratios that are robust to process-voltage-temperature variations. A novel, fully integrated discharge switch is presented that tolerates an output voltage up to $4times V_{DD}$ , which is the highest reported for low-voltage bulk CMOS monopolar stimulators. The proposed neural stimulator can operate in both constant current mode (CCM) with a $1~mu $ -1.2 mA output current range and constant voltage mode (CVM) with a 1–11 V output voltage range. The output waveform is fully programmable, including cathodic and anodic amplitudes and ratios designed to have excellent charge balancing with only 0.004% charge mismatch.
这封信介绍了一种符合 12 V 标准的 4 通道神经刺激器,采用低压体 CMOS 工艺制造。利用电流存储单元阵列来实现阳极和阴极电流源,从而产生对工艺电压-温度变化具有鲁棒性的阳极和阴极电流比。该器件采用了新型全集成放电开关,可承受高达 $4times V_{DD}$的输出电压,这是低压块状 CMOS 单极刺激器所能承受的最高电压。所提出的神经刺激器可以在输出电流范围为 1~mu $ -1.2 mA 的恒流模式 (CCM) 和输出电压范围为 1-11 V 的恒压模式 (CVM) 下工作。输出波形完全可编程,包括阴极和阳极振幅和比率,其设计具有出色的电荷平衡性能,电荷失配率仅为 0.004%。
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引用次数: 0
A 14 nm MRAM-Based Multi-bit Analog In-Memory Computing With Process-Variation Calibration for 72 Macros-Based Accelerator 基于 14 纳米 MRAM 的多比特模拟内存计算,可对 72 个基于宏的加速器进行过程变化校准
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-23 DOI: 10.1109/LSSC.2024.3465595
Sungmeen Myung;Seok-Ju Yun;Minje Kim;Wooseok Yi;Jaehyuk Lee;Jangho An;Kyoung-Rog Lee;Chang-Woo Shin;Seungchul Jung;Soonwan Kwon
This letter presents an analog in-memory computing (IMC) macro utilizing 14 nm MRAM technology. To facilitate energy-efficient high-throughput multiply accumulate (MAC) operations, a multi-bit weight is introduced using stacked magnetic tunnel junction architecture and an analog bit-parallel MAC (ABP-MAC) scheme is proposed. This approach delivers 3.3 times better TOPS/mm2 than the state-of-the-art MRAM-based IMC macro. Additionally, a comprehensive calibration technique significantly improves computational accuracy across 72 IMC macros. The proposed IMC macro achieves 18.29 TOPS/mm2 and 340.8 TOPS/W with 1-bit normalization and classification accuracy of 90.2% with the Google speech commands dataset.
本文介绍了一种利用 14 纳米 MRAM 技术的模拟内存计算 (IMC) 宏。为了促进高能效、高吞吐量的乘法累加(MAC)操作,采用堆叠式磁隧道结架构引入了多位权重,并提出了模拟位并行 MAC(ABP-MAC)方案。与最先进的基于 MRAM 的 IMC 宏相比,这种方法的 TOPS/mm2 性能提高了 3.3 倍。此外,综合校准技术显著提高了 72 个 IMC 宏的计算精度。所提出的 IMC 宏在 1 位归一化的情况下达到了 18.29 TOPS/mm2 和 340.8 TOPS/W,在谷歌语音命令数据集上的分类准确率为 90.2%。
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引用次数: 0
S2D-CIM: SRAM-Based Systolic Digital Compute-in-Memory Framework With Domino Data Path Supporting Flexible Vector Operation and 2-D Weight Update S2D-CIM:基于 SRAM 的收缩式内存数字计算框架,采用多米诺数据路径,支持灵活的矢量操作和二维权重更新
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-19 DOI: 10.1109/LSSC.2024.3463697
Meng Wu;Wenjie Ren;Peiyu Chen;Wentao Zhao;Tianyu Jia;Le Ye
In this letter, we propose an SRAM-based systolic digital compute-in-memory (S2D-CIM) framework which enables flexible input dataflow and mapping strategy to enhance the effective energy efficiency (EE), area efficiency, and writing bandwidth for practical CIM with innovations: 1) multistage domino data path (DDP); 2) a configurable asynchronous timing scheme; and 3) a 2-D burst writing scheme. The proposed S2D-CIM is fabricated using TSMC 22-nm technology and achieves 9.19 and 24.4 TOPS/W peak EE in systolic mode and broadcast mode, respectively, at full precision of 8-bit input, 8-bit weight, and 21-bit output. Compared with state of the arts, it achieves $1.67times $ effective EE improvement. Thanks to reusing introduced DDP, fast 2-D weight update is realized and gains 1.187 Tb/s writing bandwidth, which is $14.3times $ better than that of normal SRAM macro with the same capacity.
在这封信中,我们提出了一种基于 SRAM 的收缩式数字内存计算(S2D-CIM)框架,该框架支持灵活的输入数据流和映射策略,通过创新提高了实用 CIM 的有效能效(EE)、面积效率和写入带宽:1) 多级多米诺数据路径 (DDP);2) 可配置异步定时方案;3) 2-D 突发写入方案。所提出的 S2D-CIM 采用台积电 22 纳米技术制造,在 8 位输入、8 位加权和 21 位输出的全精度条件下,在收缩模式和广播模式下分别实现了 9.19 和 24.4 TOPS/W 峰值 EE。与现有技术相比,它实现了 1.67 美元/次的有效 EE 改进。由于重复使用了引入的 DDP,实现了快速 2-D 权重更新,并获得了 1.187 Tb/s 的写带宽,与相同容量的普通 SRAM 宏相比,提高了 14.3 倍。
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引用次数: 0
A Reconfigurable Floating-Point Compute-in-Memory With Analog Exponent Preprocesses 带模拟指数预处理的可重构浮点内存计算器
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-18 DOI: 10.1109/LSSC.2024.3463208
Pengyu He;Yuanzhe Zhao;Heng Xie;Yang Wang;Shouyi Yin;Li Li;Yan Zhu;Rui P. Martins;Chi-Hang Chan;Minglei Zhang
This letter presents a reconfigurable floating-point compute-in-memory (FP-CIM) macro that preprocesses the exponent in the analog domain, enhancing the energy efficiency of edge devices for the floating-point (FP) inference. The presented FP-CIM macro supports FP8 inference, while can be configured to BP16 precision in a segmented computation manner. Furthermore, a time-domain analog-to-digital converter facilitates the analog compute-in-memory (CIM) macro while improving energy efficiency by sharing the counter and quantizing in a coarse-fine structure. Fabricated in a 28-nm CMOS process, the presented FP-CIM macro achieves 314.6-TFLOPS/W energy efficiency and 12.13-TFLOPS/mm2 area efficiency at the FP8 mode.
本文介绍了一种可重新配置的浮点内存计算(FP-CIM)宏,它能在模拟域中对指数进行预处理,从而提高边缘设备在浮点(FP)推理方面的能效。所介绍的 FP-CIM 宏支持 FP8 推理,同时可通过分段计算方式配置为 BP16 精度。此外,时域模数转换器促进了模拟内存计算(CIM)宏,同时通过共享计数器和粗细结构量化提高了能效。采用 28 纳米 CMOS 工艺制造的 FP-CIM 宏在 FP8 模式下实现了 314.6-TFLOPS/W 的能效和 12.13-TFLOPS/mm2 的面积效率。
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引用次数: 0
A Fully Integrated Dynamic-Voltage-Scaling Stimulator IC for Cochlear Implants 用于人工耳蜗的全集成动态电压缩放刺激器集成电路
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-17 DOI: 10.1109/LSSC.2024.3462559
Kim-Hoang Nguyen;Quyet Nguyen;Quynh-Trang Nguyen;Thanh-Tung Vu;Woojin Ahn;Loan Pham-Nguyen;Hanh-Phuc Le;Minkyu Je
A fully integrated dynamic-voltage-scaling stimulator IC, consisting of a novel reconfigurable supply modulator (RSM) and 12 high-voltage-tolerant channel drivers, for cochlear implants, is presented, utilizing a 180-nm standard CMOS process. The RSM is designed to adaptively generate one of four supply voltage levels ranging from 2.6 to 11.3 V, effectively stimulating the cochlea with varying electrode-tissue-interface impedance and stimulus currents while offering improved power efficiency. The channel driver design is miniaturized to support high-channel-count applications within a single IC. Additional excessive current protection is implemented to ensure charge balancing between biphasic stimulating pulses, complementing the electrode-shorting technique.
本文介绍了一种全集成动态电压缩放刺激器集成电路,包括一个新颖的可重新配置电源调制器(RSM)和 12 个高耐压通道驱动器,用于人工耳蜗植入,采用 180 纳米标准 CMOS 工艺。RSM 设计用于自适应生成 2.6 至 11.3 V 四种电源电压电平中的一种,从而有效地以不同的电极-组织-界面阻抗和刺激电流刺激耳蜗,同时提高电源效率。通道驱动器设计实现了小型化,可在单个集成电路内支持高通道数应用。此外,还采用了额外的过流保护功能,以确保双相刺激脉冲之间的电荷平衡,从而对电极短路技术起到补充作用。
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引用次数: 0
A Computational Digital LDO With Distributed Power-Gating Switches and Time-Based Fast-Transient Controller for Mobile SoC Application 面向移动 SoC 应用的带分布式电源门开关和基于时间的快速瞬态控制器的计算型数字 LDO
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-16 DOI: 10.1109/LSSC.2024.3461158
Dongha Lee;Seki Kim;Takahiro Nomiyama;Dong-Hoon Jung;Dongsu Kim;Jongwoo Lee
This letter introduces a 10 A computational digital LDO (CDLDO) for mobile SoC application specifically targeting a big CPU core. The proposed CDLDO eliminates the power-FET area overhead by reusing power gating switches (PGSs) already distributed throughout the entire CPU. The CDLDO employs a time-based exponential control (TEC) with a slope detector to achieve fast-transient response and improve stability. Furthermore, a step-back and a negative-step control are introduced to mitigate the effect of the propagation delay between the controller and the PGSs. Additionally, a pre-computational scheme significantly reduces calculation time and relaxes timing constraints during synthesis. The proposed CDLDO is implemented in 3 nm GAAFET CMOS process. An implemented IC of eight distributed CDLDO units provides a maximum load current of 10 A with a current density of 263 A/mm2. The CDLDO shows 94 mV droop under 6.5 A/1 ns load transition.
这封信介绍了一种适用于移动 SoC 应用的 10 A 计算数字 LDO(CDLDO),专门针对大型 CPU 内核。所提出的 CDLDO 通过重复使用分布在整个 CPU 中的功率门控开关 (PGS),消除了功率场效应晶体管的面积开销。CDLDO 采用带有斜率检测器的时基指数控制 (TEC),以实现快速瞬态响应并提高稳定性。此外,还引入了退步和负步控制,以减轻控制器和 PGS 之间传播延迟的影响。此外,预计算方案大大减少了计算时间,并放宽了合成过程中的时序限制。所提出的 CDLDO 采用 3 nm GAAFET CMOS 工艺实现。由八个分布式 CDLDO 单元组成的集成电路可提供 10 A 的最大负载电流,电流密度为 263 A/mm2。CDLDO 在 6.5 A/1 ns 负载转换下显示出 94 mV 下降。
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引用次数: 0
An X-Band Expandable Reconfigurable 1:2 Power Divider Switch for Switched Beam-Forming Networks in 0.10-µm GaAs Process 0.10µm GaAs 工艺中用于交换式波束成形网络的 X 波段可扩展可重构 1:2 功率分配器开关
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-11 DOI: 10.1109/LSSC.2024.3458453
Yicheng Wang;Zhaowu Wang;Zhenyu Wang;Xiaochen Tang;Yong Wang
In this letter, an X-band expandable reconfigurable 1:2 power divider switch (PDSW) is proposed for switched beam-forming networks. A switched inductor-artificial transmission line (SI-ATL) is proposed. With proper switch logic, the SI-ATL features two types of transmission line (TL): 1) a $lambda $ /4 TL of $50sqrt {2} ; Omega $ and 2) a TL of $50 ; Omega $ . This enables the PDSW to realize three port states of two corresponding modes, including single-pole–double-throw (SPDT) mode and power divider (PD) mode. The PDSW has the ability to be expanded to an N-stage 1: $2^{N}$ matrix with $2^{2^{N}} - 1$ states. The proposed design is fabricated with a 0.10- $mu $ m GaAs pHEMT process. The measurement results show a $leq 1$ .2-dB insertion loss (IL), a $geq $ 10-dB return loss (RL), and a $geq 40$ -dBm input 3rd-order intercept points (IIP3), in both modes. The isolation is 27–32 dB for SPDT mode and 14–31 dB for PD mode.
在这封信中,我们提出了一种用于交换式波束形成网络的 X 波段可扩展可重构 1:2 功率分配器开关 (PDSW)。文中提出了一种开关电感-人工传输线(SI-ATL)。通过适当的开关逻辑,SI-ATL具有两种类型的传输线(TL):1)$50sqrt {2} 的$lambda $ /4 TL;2)$50sqrt {2} 的$Omega $ /4 TL。这使得 PDSW 能够实现两种相应模式的三种端口状态,包括单刀双掷 (SPDT) 模式和功率分配器 (PD) 模式。PDSW 能够扩展为具有 2^{2^{N}} 1$ 状态的 N 级 1: $2^{N}$ 矩阵。- 1$ 状态的矩阵。所提出的设计采用 0.10- $mu $ m GaAs pHEMT 工艺制造。测量结果显示,在两种模式下,插入损耗(IL)为 1.2 分贝,回波损耗(RL)为 10 分贝,输入三阶截取点(IIP3)为 40 分贝。SPDT 模式的隔离度为 27-32 dB,PD 模式的隔离度为 14-31 dB。
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引用次数: 0
A 112-Gb/s, -10 dBm Sensitivity, +5 dBm Overload, and SiPh-Based Receiver Frontend in 22-nm FDSOI 基于 SiPh 的 112 Gb/s、-10 dBm 灵敏度、+5 dBm 过载接收器前端,采用 22-nm FDSOI 封装
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-11 DOI: 10.1109/LSSC.2024.3457775
Mahdi Parvizi;Bahar Jalali;Toshi Omori;John Rogers;Li Chen;Long Chen;Ricardo Aroca
This letter demonstrates a Si-Photonic (SiPh)-based 112 Gb/s PAM4 optical receiver frontend using novel single-ended transimpedance amplifier (TIA) architecture that achieves −10 and +5 dBm input optical modulation amplitude (OMA) sensitivity and overload, respectively. To achieve that an overload mitigation circuit is proposed to break the tradeoff between noise and linearity of the shunt feedback CMOS TIAs. The TIA is optimized to provide the best sensitivity and linearity performance at minimum and maximum input OMA, respectively. Implemented in 22-nm FDSOI technology, and designed for 112 Gb/s PAM4 optical links, the TIA achieves more than +15 dBm OMA range with 11 pA/ $surd $ Hz input referred noise while burning only 155 mW from an 1.8-V supply.
本文展示了一种基于硅光子(SiPh)的 112 Gb/s PAM4 光接收器前端,它采用新型单端跨阻抗放大器(TIA)架构,可分别实现 -10 和 +5 dBm 输入光调制幅度(OMA)灵敏度和过载。为实现这一目标,提出了一种过载缓解电路,以打破并联反馈 CMOS TIA 噪声和线性度之间的平衡。该 TIA 经过优化,可分别在最小和最大输入 OMA 条件下提供最佳灵敏度和线性度性能。该 TIA 采用 22-nm FDSOI 技术实现,专为 112 Gb/s PAM4 光链路而设计,实现了超过 +15 dBm 的 OMA 范围,输入参考噪声为 11 pA/ $surd $Hz,而 1.8 V 电源的功耗仅为 155 mW。
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引用次数: 0
A Fully Integrated 5510-μm² Process Monitor and Threshold Voltage Extractor Circuit in 28 nm 28 纳米全集成 5510-μm² 工艺监控器和阈值电压提取电路
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-11 DOI: 10.1109/LSSC.2024.3457768
Ido Shpernat;Asaf Feldman;Joseph Shor
A new architecture of an on-die process monitor circuit is demonstrated in 28 nm. The proposed circuit can extract the threshold voltage, $V_{mathrm { TH,}}$ and random mismatch of a transistor using multiple extraction methods, including the second derivative method. A sigma-delta modulator analog-to-digital converter samples the output to enable on-die processing of the results. A $V_{mathrm { DS}}$ voltage control loop enables $V_{mathrm { TH}}$ extraction in both the linear and saturation regions of the device. The circuit has a compact area of $5510~mu $ m2.
演示了 28 纳米晶圆上工艺监控电路的新架构。所提出的电路可以使用多种提取方法(包括二次导数法)提取阈值电压、$V_{mathrm { TH,}}$ 和晶体管的随机失配。Σ-Δ调制器模数转换器对输出进行采样,以便对结果进行片上处理。一个 $V_{mathrm { DS}}$ 电压控制环路可在器件的线性和饱和区进行 $V_{mathrm { TH}}$ 提取。电路面积仅为 5510~mu $ m2。
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引用次数: 0
Design Challenges of Fully Integrated DC–DC Converters for Modern Power Delivery Architectures 面向现代电源传输架构的全集成直流-直流转换器的设计挑战
IF 2.2 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-09-10 DOI: 10.1109/LSSC.2024.3457272
Suyang Song;Alessandro Novello;Taekwang Jang
This letter presents recent design challenges of modern power delivery architectures and circuit techniques for them. Recent computational loads impose significant power output demands on dc-dc converters while ever-shrinking Internet of Things (IoT) systems demand dc-dc converters with small footprints. Consequently, fully integrated dc-dc converters are highly desirable in contemporary power delivery architectures thanks to their compact footprint, high power density, and fast output regulation. However, numerous challenges exist in fully integrating dc-dc converters, necessitating the investigation of various circuit topologies and complex regulation schemes to ensure proper operation and versatility.
这封信介绍了现代功率传输架构的最新设计挑战及其电路技术。最近的计算负载对直流-直流转换器提出了巨大的功率输出要求,而不断缩小的物联网(IoT)系统则要求直流-直流转换器具有较小的占地面积。因此,全集成直流-直流转换器因其占地面积小、功率密度高和输出调节速度快,在当代电源传输架构中备受青睐。然而,全集成直流-直流转换器存在诸多挑战,需要研究各种电路拓扑结构和复杂的调节方案,以确保正常运行和多功能性。
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引用次数: 0
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IEEE Solid-State Circuits Letters
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