Source Themes

eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform

Simultaneous Localization and Mapping (SLAM) is a critical task for autonomous navigation. However, due to the computational complexity …

Runze Liu, Jianlei Yang, Yiran Chen, Weisheng Zhao

eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform

Redesigning Pipeline When Architecting STT-RAM as Registers in Rad-Hard Environment

Electromagnetic radiation effects can cause several types of errors on traditional SRAM-based registers such as single event upset …

Zhiyao Gong, Keni Qiu, Weiwen Chen, Yuanhui Ni, Yuanchao Xu, Jianlei Yang

Magnetic Skyrmion-Based Neural Recording System Design for Brain Machine Interface

Next-generation brain machine interface demand a high-channel-count neural recording system to wirelessly monitor activities of …

Biao Pan, Wang Kang, Xing Chen, Jinyu Bai, Jianlei Yang, Sai Li, Youguang Zhang, Weisheng Zhao

Magnetic Skyrmion-Based Neural Recording System Design for Brain Machine Interface

SR-WTA: Skyrmion Racing Winner-Takes-All Module for Spiking Neural Computing

Spiking neural network (SNN) has emerged as one of the popular architectures in complex pattern recognition and classification tasks. …

Biao Pan, Wang Kang, Xing Chen, Jinyu Bai, Jianlei Yang, Youguang Zhang, Weisheng Zhao

Skyrmion-Induced Memristive Magnetic Tunnel Junction for Ternary Neural Network

Novel skyrmion-magnetic tunnel junction (SK-MTJ) devices were investigated for the first time to implement the ternary neural networks …

Biao Pan, Deming Zhang, Xueying Zhang, Haotian Wang, Jinyu Bai, Jianlei Yang, Youguang Zhang, Wang Kang, Weisheng Zhao

Skyrmion-Induced Memristive Magnetic Tunnel Junction for Ternary Neural Network

A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs with Thermal Consideration

As the speed gap of the modern processor and the off-chip main memory enlarges, on-chip cache capacity increases to sustain the …

Bi Wu, Pengcheng Dai, Yuanqing Cheng, Ying Wang, Jianlei Yang, Zhaohao Wang, Dijun Liu, Weisheng Zhao

A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs with Thermal Consideration

SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing

Bayesian inference is an effective approach for solving statistical learning problems, especially with uncertainty and incompleteness. …

Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao

SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing

A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform

Region proposal is critical for object detection while it usually poses a bottleneck in improving the computation efficiency on …

Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao

A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform

Power Supply Noise Aware Task Scheduling on Homogeneous 3D MPSoCs Considering the Thermal Constraint

Thanks to the emerging 3D integration technology, The multiprocessor system on chips (MPSoCs) can now integrate more IP cores on chip …

Yinglin Zhao, Jianlei Yang, Weisheng Zhao, Aida Todri-Sanial, Yuanqing Cheng

Power Supply Noise Aware Task Scheduling on Homogeneous 3D MPSoCs Considering the Thermal Constraint

Intelligent identification of two-dimensional nanostructures by machine-learning optical microscopy

Two-dimensional (2D) materials and their heterostructures, with wafer-scale synthesis methods and fascinating properties, have …

Xiaoyang Lin, Zhizhong Si, Wenzhi Fu, Jianlei Yang, Side Guo, Yuan Cao, Jin Zhang, Xinhe Wang, Peng Liu, Kaili Jiang, and Weisheng Zhao

Intelligent identification of two-dimensional nanostructures by machine-learning optical microscopy