Haozhe Zhu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Defect Detection

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Haozhe Zhu, Hongyi Zhang, Siqi He, Mengjie Li, Xiaoyang Zeng, Chixiao Chen
Trident-CIM: A LUT-Based Compute-in-Memory Macro With Trident Read Bit-Line and Partial Product Pruning. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Linchao He, Haozhe Zhu, Xiaodong Deng, Fei Fan, Peixi Liao, Wenchao Du, Hu Chen, Zhenhua Deng, Yi Zhang
FAM-Former: Global Transformer and Feature Aggregation Module for Knee MRI Age Estimation. IEEE Trans. Instrum. Meas. 73 (2024)
Mengjie Li, Hongyi Zhang, Siqi He, Haozhe Zhu, Hao Zhang, Jinglei Liu, Jiayuan Chen, Zhenping Hu, Xiaoyang Zeng, Chixiao Chen
A 19.7 TFLOPS/W Multiply-less Logarithmic Floating-Point CIM Architecture with Error-Reduced Compensated Approximate Adder. ISCAS (2024)
Hongyi Zhang, Haozhe Zhu, Siqi He, Mengjie Li, Chengchen Wang, Xiankui Xiong, Haidong Tian, Xiaoyang Zeng, Chixiao Chen
ARCTIC: Agile and Robust Compute-In-Memory Compiler with Parameterized INT/FP Precision and Built-In Self Test. DATE (2024)
Shiwei Liu, Peizhe Li, Jinshan Zhang, Yunzhengmao Wang, Haozhe Zhu, Wenning Jiang, Shan Tang, Chixiao Chen, Qi Liu, Ming Liu
A 28nm 53.8TOPS/W 8b Sparse Transformer Accelerator with In-Memory Butterfly Zero Skipper for Unstructured-Pruned NN and CIM-Based Local-Attention-Reusable Engine. ISSCC (2023)
Jie Liao, Bo Jiao, Jinshan Zhang, Shiwei Liu, Hao Jiang, Jun Tao, Wenning Jiang, Qi Liu, Lihua Zhang, Haozhe Zhu, Chixiao Chen
A Scalable Die-to-Die Interconnect with Replay and Repair Schemes for 2.5D/3D Integration. ISCAS (2023)
Hao Jiang, Jiapei Zheng, Yunzhengmao Wang, Jinshan Zhang, Haozhe Zhu, Liangjian Lyu, Yingping Chen, Chixiao Chen, Qi Liu
A $2.53 \mu \mathrm{W}/\text{channel}$ Event-Driven Neural Spike Sorting Processor with Sparsity-Aware Computing-In-Memory Macros. ISCAS (2023)
Siqi He, Hongyi Zhang, Mengjie Li, Haozhe Zhu, Chixiao Chen, Qi Liu, Xiaoyang Zeng
Bit-Offsetter: A Bit-serial DNN Accelerator with Weight-offset MAC for Bit-wise Sparsity Exploitation. AICAS (2023)
Haozhe Zhu, Bo Jiao, Jinshan Zhang, Xinru Jia, Yunzhengmao Wang, Tianchan Guan, Shengcheng Wang, Dimin Niu, Hongzhong Zheng, Chixiao Chen, Mingyu Wang, Lihua Zhang, Xiaoyang Zeng, Qi Liu, Yuan Xie, Ming Liu
COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning. ISSCC (2022)
Li Wang, Wenbo Shi, Haozhe Zhu, Denghuang Zhang, Yikang Zhang, Jiahe Fan, Mohammud Junaid Bocus
Road Defect Detection Based on Semantic Transformed Disparity Image Segmentation. ROBIO (2022)
Keji Zhou, Xinru Jia, Chenyang Zhao, Xumeng Zhang, Guangjian Wu, Chen Mu, Haozhe Zhu, Yanting Ding, Chixiao Chen, Xiaoyong Xue, Xiaoyang Zeng, Qi Liu
A 28 nm 81 Kb 59-95.3 TOPS/W 4T2R ReRAM Computing-in-Memory Accelerator With Voltage-to-Time-to-Digital Based Output. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Xinru Jia, Haozhe Zhu, Yunzheng Wang, Jinshan Zhang, Feng Lin, Xiankui Xiong, Dong Xu, Chixiao Chen, Qi Liu
A 11.6μ W Computing-on-Memory-Boundary Keyword Spotting Processor with Joint MFCC-CNN Ternary Quantization. ISCAS (2022)
Bo Jiao, Jinshan Zhang, Yuanyuan Xie, Shunli Wang, Haozhe Zhu, Xiaoyang Kang, Zhiyan Dong, Lihua Zhang, Chixiao Chen
A 0.57-GOPS/DSP Object Detection PIM Accelerator on FPGA. ASP-DAC (2021)
Jinshan Zhang, Bo Jiao, Yunzhengmao Wang, Haozhe Zhu, Lihua Zhang, Chixiao Chen
ALPINE: An Agile Processing-in-Memory Macro Compilation Framework. ACM Great Lakes Symposium on VLSI (2021)
Bo Jiao, Haozhe Zhu, Jinshan Zhang, Shunli Wang, Xiaoyang Kang, Lihua Zhang, Mingyu Wang, Chixiao Chen
Computing Utilization Enhancement for Chiplet-based Homogeneous Processing-in-Memory Deep Learning Processors. ACM Great Lakes Symposium on VLSI (2021)
Xi Cheng, Haozhe Zhu, Jingjing Liu, Mingyu Wang, Xiaoyang Zeng
An Efficient Markov Random Field Based Denoising Approach for Dynamic Vision Sensor. ASICON (2021)
Haozhe Zhu, Yu Wang, C.-J. Richard Shi
Tanji: a General-purpose Neural Network Accelerator with Unified Crossbar Architecture. IEEE Des. Test 37 (1) (2020)
Haozhe Zhu, Chixiao Chen, Shiwei Liu, Qiaosha Zou, Mingyu Wang, Lihua Zhang, Xiaoyang Zeng, C.-J. Richard Shi
A Communication-Aware DNN Accelerator on ImageNet Using In-Memory Entry-Counting Based Algorithm-Circuit-Architecture Co-Design in 65-nm CMOS. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (3) (2020)
Shiwei Liu, Haozhe Zhu, Chixiao Chen, Lihua Zhang, C.-J. Richard Shi
XNORAM: An Efficient Computing-in-Memory Architecture for Binary Convolutional Neural Networks with Flexible Dataflow Mapping. AICAS (2020)
Haozhe Zhu, Yanyan Shen, Xian Zhou
TRPN: Matrix Factorization Meets Recurrent Neural Network for Temporal Rating Prediction. APWeb/WAIM (2) (2019)
Chixiao Chen, Hongwei Ding, Huwan Peng, Haozhe Zhu, Yu Wang, C.-J. Richard Shi
OCEAN: An On-Chip Incremental-Learning Enhanced Artificial Neural Network Processor With Multiple Gated-Recurrent-Unit Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (3) (2018)
Chixiao Chen, Hongwei Ding, Huwan Peng, Haozhe Zhu, Rui Ma, Peiyong Zhang, Xiaolang Yan, Yu Wang, Mingyu Wang, Hao Min, C.-J. Richard Shi
OCEAN: An on-chip incremental-learning enhanced processor with gated recurrent neural network accelerators. ESSCIRC (2017)