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Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification
Xiang, Shuiying, Ren, Zhenxing, Song, Ziwei, Zhang, Yahui, Guo, Xingxing, Han, Genquan, Hao, Yue
Published in IEEE transaction on neural networks and learning systems (01.06.2021)
Published in IEEE transaction on neural networks and learning systems (01.06.2021)
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An active memristor based rate-coded spiking neural network
Amin Fida, Aabid, Khanday, Farooq A., Mittal, Sparsh
Published in Neurocomputing (Amsterdam) (07.05.2023)
Published in Neurocomputing (Amsterdam) (07.05.2023)
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A lightweight spiking neural network for EEG-based motor imagery classification
Zhang, Herui, Wang, Haoran, An, Jiayu, Zheng, Shitao, Wu, Dongrui
Published in Neural networks (01.11.2025)
Published in Neural networks (01.11.2025)
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Overview of Spiking Neural Network Learning Approaches and Their Computational Complexities
Pietrzak, Paweł, Szczęsny, Szymon, Huderek, Damian, Przyborowski, Łukasz
Published in Sensors (Basel, Switzerland) (11.03.2023)
Published in Sensors (Basel, Switzerland) (11.03.2023)
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Fractal Spiking Neural Network Scheme for EEG-Based Emotion Recognition
Li, Wei, Fang, Cheng, Zhu, Zhihao, Chen, Chuyi, Song, Aiguo
Published in IEEE journal of translational engineering in health and medicine (01.01.2024)
Published in IEEE journal of translational engineering in health and medicine (01.01.2024)
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Improving NeuCube spiking neural network for EEG-based pattern recognition using transfer learning
Wu, Xuanyu, Feng, Yixiong, Lou, Shanhe, Zheng, Hao, Hu, Bingtao, Hong, Zhaoxi, Tan, Jianrong
Published in Neurocomputing (Amsterdam) (07.04.2023)
Published in Neurocomputing (Amsterdam) (07.04.2023)
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Photonic spiking neural network based on excitable VCSELs-SA for sound azimuth detection
Song, Zi Wei, Xiang, Shui Ying, Ren, Zhen Xing, Wang, Su Hong, Wen, Ai Jun, Hao, Yue
Published in Optics express (20.01.2020)
Published in Optics express (20.01.2020)
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Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor
Li, Ruixin, Zhao, Guoxu, Muir, Dylan Richard, Ling, Yuya, Burelo, Karla, Khoe, Mina, Wang, Dong, Xing, Yannan, Qiao, Ning
Published in Computers in biology and medicine (01.12.2024)
Published in Computers in biology and medicine (01.12.2024)
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FusionSense: Emotion Classification Using Feature Fusion of Multimodal Data and Deep Learning in a Brain-Inspired Spiking Neural Network
Tan, Clarence, Ceballos, Gerardo, Kasabov, Nikola, Puthanmadam Subramaniyam, Narayan
Published in Sensors (Basel, Switzerland) (17.09.2020)
Published in Sensors (Basel, Switzerland) (17.09.2020)
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BCRNet-SNN: Body Channel Response-Aware Spiking Neural Network for User Recognition
Kang, Taewook, Shin, Chanwoo, Lee, Jongseok, Lee, Jae-Jin, Sim, Donggyu, Kim, Seong-Eun
Published in IEEE transactions on industrial informatics (01.08.2025)
Published in IEEE transactions on industrial informatics (01.08.2025)
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A Spiking Neural Network Methodology and System for Learning and Comparative Analysis of EEG Data From Healthy Versus Addiction Treated Versus Addiction Not Treated Subjects
Doborjeh, Maryam Gholami, Wang, Grace Y., Kasabov, Nikola K., Kydd, Robert, Russell, Bruce
Published in IEEE transactions on biomedical engineering (01.09.2016)
Published in IEEE transactions on biomedical engineering (01.09.2016)
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EEGSNet: A novel EEG cognitive recognition model using spiking neural network
Shi, Jiankai, Zhao, Yue, Wang, Chu, Zeng, Hong, Dai, Guojun
Published in Biomedical signal processing and control (01.07.2025)
Published in Biomedical signal processing and control (01.07.2025)
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Transfer Learning of Fuzzy Spatio-Temporal Rules in a Brain-Inspired Spiking Neural Network Architecture: A Case Study on Spatio-Temporal Brain Data
Kasabov, Nikola K., Tan, Yongyao, Doborjeh, Maryam, Tu, Enmei, Yang, Jie, Goh, Wilson, Lee, Jimmy
Published in IEEE transactions on fuzzy systems (01.12.2023)
Published in IEEE transactions on fuzzy systems (01.12.2023)
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Spatial spiking neural network for classification of EEG signals for concealed information test
Edla, Damoder Reddy, Bablani, Annushree, Bhattacharyya, Saugat, Dharavath, Ramesh, Cheruku, Ramalingaswamy, Boddu, Vijayasree
Published in Multimedia tools and applications (01.10.2024)
Published in Multimedia tools and applications (01.10.2024)
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