Nanxiang Jin
Project Researcher
Neurophysiologist decoding biological signals with electrophysiology and AI
School of Computing, Faculty of Science, Forestry and Technology
I am a neuroscientist and Docent of Neurophysiology with extensive experience in electrophysiology, neural signal analysis, and computational neuroscience. My research spans multiple biological systems, including Caenorhabditis elegans, honeybees, mice, and humans, with the common goal of understanding how information is encoded, transmitted, and processed in living systems.
Throughout my career, I have applied electrophysiological approaches ranging from single-neuron recordings to human EEG studies to investigate the neural basis of learning, memory, cognition, and behavior. A major focus of my work has been Alzheimer’s disease and related neurodegenerative disorders, where I have contributed to research on EEG biomarkers, neural dysfunction, and pharmacological interventions in both patients and healthy controls.
My expertise combines electrophysiology, neural signal processing, behavioral video analysis, feature engineering, and scientific software development. Recently, I have expanded my research into artificial intelligence and deep learning, with a particular focus on developing accurate and efficient AI methods for automated detection and analysis of sleep-related EEG events.
I am also involved in interdisciplinary research on social communication in honeybees. By applying concepts and analytical approaches originally developed for neural electrophysiology, I investigate how information may be encoded and exchanged through bioelectrical signals within insect societies, contributing to our understanding of collective intelligence and distributed information processing.
My long-term research goal is to bridge neurophysiology, biological communication, and artificial intelligence to uncover general principles of information processing across levels of biological organization, from neural networks in the brain to communication networks in social insect colonies.
Publications
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Age and sex dependent hippocampal neuronal hyperactivity in Alzheimer model mice
Hegnet, E; Häkli, S; Koivisto, H; Miettinen, PO; Jin, N; Gureviciene, I; Tanila, H, 2026, Experimental neurology, 398, 115632. A1 Journal article (refereed), original research -
Toxicological Effects of PM2.5-derived and PM2.5-relevant Mixture of Chlorinated Paraffins on A549/THP-1 Co-culture Cells
Huang, Jing-Wen; Chu, Chu; Yang, Mo; Hakkarainen, Henri; Hensel, Anna-Katharina; Jin, Nan-Xiang; Roponen, Marjut; Leskinen, Ari; Komppula, Mika; Liang, Dong; Dong, Guang-Hui; Jalava, Pasi, 2026, Toxicology, 522, 154425. A1 Journal article (refereed), original research -
Assessing the role of short-chain chlorinated paraffins in the toxicity of ambient particulate matter
Yang, Mo; Chu, Chu; Huang, Jing-Wen; Dong, Guang-Hui; Jin, Nan-Xiang; Roponen, Marjut; Jalava, Pasi I, 2025, Journal of hazardous materials, 499, 140055. A1 Journal article (refereed), original research -
Associations of childhood per- and polyfluoroalkyl substances with autistic traits and symptom severities among children with and without autism spectrum disorder
Lin, Li-Zi; Jin, Nanxiang; He, Wan-Ting; Zhang, Yun-Ting; Huang, Jing-Wen; Liang, Li-Xia; Zhou, Jia-Xin; Zhang, Zhe-Qing; Wang, Xin; Gui, Zhao-Huan; Liu, Ru-Qing; Liang, Jing-Jing; Dong, Guang-Hui, 2025, Hygiene and environmental health advances, 15, 100131. A1 Journal article (refereed), original research -
Concentrations, sources and health risks of per- and polyfluoroalkyl substances in ambient PM1 in the Pearl River Delta region, China
Yang, Mo; Liu, Xuan; Xu, Shu-Li; Wang, Xin-Feng; Roponen, Marjut; Jin, Nan-Xiang; Huang, Jing-Wen; Wu, Qi-Zhen; Chu, Chu; Sun, Ming-Kun; Bao, Wen-Wen; Lin, Li-Zi; Gui, Zhao-Huan; Liu, Ru-Qing; Hu, Li-Wen; Xu, Bin; Dong, Guang-Hui; Jalava, Pasi I., 2025, Environment international, 198, 109439. A1 Journal article (refereed), original research -
Distribution, Sources, and Health Risk of Short-, Medium- and Long-Chain Chlorinated Paraffins in School-Area Ambient PM1: A Study from the Pearl River Delta, China
Yang, Mo; Wang, Xin-Feng; Huang, Jing-Wen; Jin, Nan-Xiang; Chu, Chu; Huang, Guo-Feng; Chen, Duo-Hong; Xie, Min; Zhai, Yu-Hong; Lin, Yu-Jun; Liu, Jun; Lin, Li-Zi; Bao, Wen-Wen; Gui, Zhao-Huan; Jalava, Pasi I; Dong, Guang-Hui; Roponen, Marjut, 2025, Toxics, 13, 6, 467. A1 Journal article (refereed), original research -
Refined Division of Sleep Stages in the Mouse Based on Distributed Deep Electrodes and Underlying Infra‐Slow Oscillation
Jin, Nanxiang; Häkli, Sara; Malathi, Keerthana; Koivisto, Hennariikka; Boc, Theodor; Schimmel, Jonas; Castell‐Caubet, Eric; Gureviciene, Irina; Tanila, Heikki, 2025, Journal of sleep research, 35, 4, e70262. A1 Journal article (refereed), original research -
Toxicity Impacts of Trace-Level of F-53B in Atmospheric Particles: Implications for Low-Exposure Risk Assessment
Yang, Mo; Chu, Chu; Huang, Jing-Wen; Dong, Guang-Hui; Jin, Nan-Xiang; Roponen, Marjut; Jalava, Pasi I, 2025, Environmental science and technology, 59, 42, 22676-22687. A1 Journal article (refereed), original research -
Caspase-8 promotes NLRP3 inflammasome activation mediates eye development defects in zebrafish larvae exposed to perfulorooctane sulfonate (PFOS)
Wu, Lu-Yin; Zhang, Jing-Lin; Zeeshan, Mohammed; Zhou, Yang; Zhang, Yun-Ting; He, Wan-Ting; Jin, Nanxiang; Dai, Ye; Chi, Wei; Ou, Zejin; Dong, Guang-Hui; Lin, Li-Zi, 2024, Environmental pollution, 356, 124252. A1 Journal article (refereed), original research -
Chlorinated paraffins in particulate matter associated with asthma and its relative symptoms in school-aged children and adolescents: A cross-sectional survey in South China
Huang, Jing-Wen; He, Wan-Ting; Zhang, Yun-Ting; Yang, Mo; Jin, Nan-Xiang; Leskinen, Ari; Komppula, Mika; Roponen, Marjut; Lin, Li-Zi; Gui, Zhao-Huan; Liu, Ru-Qing; Dong, Guang-Hui; Jalava, Pasi, 2024, Science of the total environment, 958, 178112. A1 Journal article (refereed), original research