Search Results for author: Jiajia Li

Found 11 papers, 7 papers with code

Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations

no code implementations11 Mar 2024 Xuan Zhang, Duoyu Feng, Djibrina Barry, Jiajia Li

The reconstruction of brain neural network connections occurs not only during the infancy and early childhood stages of brain development, but also in patients with cognitive impairment in middle and old age under the therapy with stimulated external interference, such as the non-invasive repetitive transcranial magnetic stimulation (rTMS) and the transcranial direct current stimulation(tDCS).


Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection

1 code implementation6 Mar 2024 Jiajia Li, Dong Chen, Xunyuan Yin, Zhaojian Li

In this study, we assess the effectiveness of a semi-supervised learning framework for multi-class weed detection, employing two well-known object detection frameworks, namely FCOS and Faster-RCNN.

object-detection Object Detection +1

N-Gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding

2 code implementations13 Dec 2023 Jinhao Tian, Zuchao Li, Jiajia Li, Ping Wang

Experiment on various datasets demonstrate the effectiveness of our method and achieved state-of-the-art performance on a series of music understanding downstream tasks.

SoybeanNet: Transformer-Based Convolutional Neural Network for Soybean Pod Counting from Unmanned Aerial Vehicle (UAV) Images

1 code implementation16 Oct 2023 Jiajia Li, Raju Thada Magar, Dong Chen, Feng Lin, Dechun Wang, Xiang Yin, Weichao Zhuang, Zhaojian Li

Soybeans are a critical source of food, protein and oil, and thus have received extensive research aimed at enhancing their yield, refining cultivation practices, and advancing soybean breeding techniques.

Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in Multi-level Districts

no code implementations21 Jun 2023 Ruhan Liu, Jiajia Li, Yang Wen, Huating Li, Ping Zhang, Bin Sheng, David Dagan Feng

Results: We introduce four SEIR variants to fit different situations in different countries and regions.

Label-Efficient Learning in Agriculture: A Comprehensive Review

1 code implementation24 May 2023 Jiajia Li, Dong Chen, Xinda Qi, Zhaojian Li, Yanbo Huang, Daniel Morris, Xiaobo Tan

In addition, a systematic review of various agricultural applications exploiting these label-efficient algorithms, such as precision agriculture, plant phenotyping, and postharvest quality assessment, is presented.

Active Learning Plant Phenotyping +2

Semantics-Preserved Distortion for Personal Privacy Protection in Information Management

no code implementations4 Jan 2022 Jiajia Li, Letian Peng, Ping Wang, Zuchao Li, Xueyi Li, Hai Zhao

As the model training on information from users is likely to invade personal privacy, many methods have been proposed to block the learning and memorizing of the sensitive data in raw texts.

Attribute Constituency Parsing +6

Transition behavior of the seizure dynamics modulated by the astrocyte inositol triphosphate noise

no code implementations26 May 2021 Jiajia Li, Peihua Feng, Liang Zhao, Junying Chen, Mengmeng Du, Yangyang Yu, Jian Song, Ying Wu

Our simulation results show that the increase of the IP3 noise intensity induces the depolarization-block epileptic seizures together with an increase in neuronal firing frequency.

Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect

1 code implementation11 Mar 2019 Ang Li, Shuaiwen Leon Song, Jieyang Chen, Jiajia Li, Xu Liu, Nathan Tallent, Kevin Barker

High performance multi-GPU computing becomes an inevitable trend due to the ever-increasing demand on computation capability in emerging domains such as deep learning, big data and planet-scale simulations.

Hardware Architecture Distributed, Parallel, and Cluster Computing Networking and Internet Architecture Performance

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