Memristor State Transition Dynamics for Energy-Efficient CiM-Driven LLMs in Industrial IoT

Authors: Li, T., Endoh, T.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(6):6122-6132 Mar, 2025

A Parallel Computing Scheme Utilizing Memristor Crossbars for Fast Corner Detection and Rotation Invariance in the ORB Algorithm

Authors: Hong, Q., Jiang, H., Xiao, P., Du, S., Li, T.

Source: IEEE Transactions on Computers IEEE Trans. Comput. Computers, IEEE Transactions on. 74(3):996-1010 Mar, 2025

A 28-nm 16-kb Aggregation and Combination Computing-in-Memory Macro With Dual-Level Sparsity Modulation and Sparse-Tracking ADCs for GCNs

Authors: Zhang, Z., Zhang, Y., Liu, F., Liu, Z., Gao, Y., Ma, Y., Guo, A., Xiong, T., Chen, J., Chen, X., Wang, B., Tang, Y., Yang, J., Si, X.

Source: IEEE Journal of Solid-State Circuits IEEE J. Solid-State Circuits Solid-State Circuits, IEEE Journal of. 60(3):949-962 Mar, 2025

Reliability-Enhanced Reverse Forming Operation Scheme for Analog Resistive Random-Access Memory

Authors: Jiang, Z., Xi, Y., Lu, Y., Tang, J., Hu, R., Du, Y., Gao, B., Qian, H., Wu, H.

Source: IEEE Electron Device Letters IEEE Electron Device Lett. Electron Device Letters, IEEE. 46(2):199-202 Feb, 2025

PIPECIM: Energy-Efficient Pipelined Computing-in-Memory Computation Engine With Sparsity-Aware Technique

Authors: Wang, Y., Chang, L., Wang, J., Zhao, P., Zeng, J., Zhao, X., Hao, W., Zhou, L., Tan, H., Han, Y., Zhou, J.

Source: IEEE Transactions on Very Large Scale Integration (VLSI) Systems IEEE Trans. VLSI Syst. Very Large Scale Integration (VLSI) Systems, IEEE Transactions on. 33(2):525-536 Feb, 2025

An Efficient and Precision-Reconfigurable Digital CIM Macro for DNN Accelerators

Authors: Zou, D., Zhang, G., Zhang, X., Wang, M., Wang, Z.

Source: IEEE Transactions on Very Large Scale Integration (VLSI) Systems IEEE Trans. VLSI Syst. Very Large Scale Integration (VLSI) Systems, IEEE Transactions on. 33(2):563-567 Feb, 2025

Light-CIM: A Lightweight ADC/DAC-Fewer RRAM CIM DNN Accelerator With Fully Analog Tiles and Nonideality-Aware Algorithm for Consumer Electronics

Authors: Zhao, C., Fang, J., Jiang, J., Xue, X., Zeng, X.

Source: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on. 44(2):602-612 Feb, 2025

TensorCIM: Digital Computing-in-Memory Tensor Processor With Multichip-Module-Based Architecture for Beyond-NN Acceleration

Authors: Wang, Y., Wu, Z., Wu, W., Liu, L., Hu, Y., Wei, S., Tu, F., Yin, S.

Source: IEEE Journal of Solid-State Circuits IEEE J. Solid-State Circuits Solid-State Circuits, IEEE Journal of. 60(2):734-747 Feb, 2025

Reducing Influence of Noise in Regression Problems on Memristor Computing-in-Memory Chips

Authors: Tang, H., Liu, L., Li, Z., Jia, Z., Zhang, Q.

Source: IEEE Access Access, IEEE. 13:26411-26419 2025

MESO-CMOS Hybrid Circuits With Time-Multiplexing Technique for Energy and Area-Efficient Computing in Memory

Authors: Huang, T., Zhao, L., Han, Y., Li, H., Young, I.A., Jia, Y.

Source: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits IEEE J. Explor. Solid-State Comput. Devices Circuits Exploratory Solid-State Computational Devices and Circuits, IEEE Journal on. 11:1-9 2025

A 28-nm Static-Power-Free Fully Parallel RRAM-Based TD CIM Macro With 1982 TOPS/W/Bit for Edge Applications

Authors: Wei, S., Yao, P., Guo, X., Wu, D., Jie, L., Qin, Q., Gao, B., Tang, J., Qian, H., Pan, S., Wu, H.

Source: IEEE Solid-State Circuits Letters IEEE Solid-State Circuits Lett. Solid-State Circuits Letters, IEEE. 8:21-24 2025

High-Efficient Memristor-Based Bayesian Convolutional Neural Networks for Out-of-Distribution Detection by Uncertainty Estimation

Authors: Lin, Y., Zhang, Q., Gao, B., Tang, J., Zhao, H., Qin, Q., Wang, Z., Qian, H., Wu, H.

Source: IEEE Transactions on Electron Devices IEEE Trans. Electron Devices Electron Devices, IEEE Transactions on. 72(1):206-214 Jan, 2025

A SOT-MRAM-Based CIM Design With Multi-Bit Resistance-Sum Paradigm and Non-Idealities Tuning Mechanism

Authors: Liu, J., Zhang, L., Li, J., Du, S., Jin, H., Liu, H., Cao, K., Zhang, H., Kang, W.

Source: IEEE Transactions on Magnetics IEEE Trans. Magn. Magnetics, IEEE Transactions on. 61(1):1-6 Jan, 2025

An Integer-Floating-Point Dual-Mode Gain-Cell Computing-in-Memory Macro for Advanced AI Edge Chips

Authors: Wu, P., Khwa, W., Wu, J., Su, J., Jhang, C., Chen, H., Ke, Z., Chiu, T., Hsu, J., Cheng, C., Chen, Y., Lo, C., Liu, R., Hsieh, C., Tang, K., Chang, M.

Source: IEEE Journal of Solid-State Circuits IEEE J. Solid-State Circuits Solid-State Circuits, IEEE Journal of. 60(1):158-170 Jan, 2025

In-MRAM Computing Based on Complementary-Sensing Time-Based Readout Circuit Using Hybrid VGSOT-MTJ/GAA-CNTFET

Authors: Tong, Z., Sun, S., Zhang, K., Li, C., Zhou, D., Wang, Z., Lin, X., Zhao, W.

Source: IEEE Transactions on Circuits and Systems II: Express Briefs IEEE Trans. Circuits Syst. II Circuits and Systems II: Express Briefs, IEEE Transactions on. 72(1):173-177 Jan, 2025

A 28-nm 19.9-to-258.5-TOPS/W 8b Digital Computing-in-Memory Processor With Two-Cycle Macro Featuring Winograd-Domain Convolution and Macro-Level Parallel Dual-Side Sparsity

Authors: Wu, H., Chen, Y., Yuan, Y., Yue, J., Wang, X., Li, X., Zhang, F.

Source: IEEE Journal of Solid-State Circuits IEEE J. Solid-State Circuits Solid-State Circuits, IEEE Journal of. 60(1):347-361 Jan, 2025

Power Efficient Current-Mode SAR ADC for Memristor Readout in 28 nm CMOS

Authors: Firdauzi, Anugerah, Grewing, Christian, Ashok, Arun, Kusuma, Sabitha, Winterberg, Kay, Zambanini, Andre, Van Waasen, Stefan

Source: 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS) Electronics, Circuits and Systems (ICECS), 2024 31st IEEE International Conference on. :1-4 Nov, 2024

Relation: 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS)

MemSort: In-Memory Sorting Architecture

Authors: Liu, Rui, Zhang, Xiaoyu, Wang, Xinyu, Min, Feng, Luo, Zhejian, Chen, Xiaoming, Han, Yinhe, Tang, Minghua

Source: 2024 IEEE 42nd International Conference on Computer Design (ICCD) ICCD Computer Design (ICCD), 2024 IEEE 42nd International Conference on. :28-35 Nov, 2024

Relation: 2024 IEEE 42nd International Conference on Computer Design (ICCD)

NexusCIM: High-Throughput Multi-CIM Array Architecture with C-Mesh NoC and Hub Cores

Authors: Kim, Hyunmin, Ryu, Sungju

Source: 2024 IEEE 42nd International Conference on Computer Design (ICCD) ICCD Computer Design (ICCD), 2024 IEEE 42nd International Conference on. :401-408 Nov, 2024

Relation: 2024 IEEE 42nd International Conference on Computer Design (ICCD)

DRCTL: A Disorder-Resistant Computation Translation Layer Enhancing the Lifetime and Performance of Memristive CIM Architecture

Authors: Zhou, Heng, Wu, Bing, Cheng, Huan, Liu, Jinpeng, Lei, Taoming, Feng, Dan, Tong, Wei

Source: 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO) MICRO Microarchitecture (MICRO), 2024 57th IEEE/ACM International Symposium on. :263-277 Nov, 2024

Relation: 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO)