Publications
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Journal Articles
[J024]. “Improving the artificial bee colony algorithm with a proprietary estimation of distribution mechanism for protein-ligand docking.”
Applied Soft Computing, Volume 13, Issue 7, 153, May 2024. CameraReady
👤Authors: Shuangbao Song, Cheng Tang, Zhenyu Song, Jia Qu, Xingqian Chen.
🔑Keywords: Visual System, Orientation Detection, Dendritic Computation, Big Data, Hardware Implementation.
[J023]. “Assessing Residential Building Energy Efficiency Using Evolutionary Dendritic Neural Regression.”
Electronics, Volume 13, Issue 10, 1803, May 2024. CameraReady
👤Authors: Zhenyu Song, Yajiao Tang, Shuangbao Song, Bin Zhang, Cheng Tang+.
🔑Keywords: Energy Efficiency, Dendritic Neural Regression, Buildings, Differential Evolution.
[J022]. “A Hardware-Based Orientation Detection System Using Dendritic Computation.”
Electronics, Volume 13, Issue 7, 1367, April 2024. CameraReady
👤Authors: Masahiro Nomura, Tianqi Chen, Cheng Tang+, Yuki Todo, Rong Sun, Bin Li, Zheng Tang.
🔑Keywords: Visual System, Orientation Detection, Dendritic Computation, Big Data, Hardware Implementation.
[J021]. “Sensitivity of Electrocardiogram on Electrode-Pair Locations for Wearable Devices: Computational Analysis of Amplitude and Waveform Distortion.”
Biosensors, Volume 14, Issue 3, 153, March 2024. CameraReady
👤Authors: Kiyoto Sanjo, Kazuki Hebiguchi, Cheng Tang, Essam A Rashed, Sachiko Kodera, Hiroyoshi Togo and Akimasa Hirata.
🔑Keywords: Electrocardiogram, Numerical Human Model, Scalar-Potential Finite-Difference Method, Wearable Device.
[J020]. “Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model.”
IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 137, 110158, March 2024. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Junkai Ji, Yuki Todo, Atsushi Shimada, Weiping Ding and Akimasa Hirata.
🔑Keywords: Dendritic Neuron Model, Dendritic Neural Network, Dropout Mechanism, Multiclass Classification.
[J019]. “A complex network-based firefly algorithm for numerical optimization and time series forecasting.”
Applied Soft Computing, Volume 137, 110158, April 2023. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Shuangbao Song, Yajiao Tang, Jinhai Li and Junkai Ji.
🔑Keywords: Firefly Algorithm; Complex Network; Evolutionary Computations; Optimization.
[J018]. “A model of amacrine cells for orientation detection.”
Electronic Research Archive, Volume 31, Issue 4, Pages 1998-2018, 16 February 2023. CameraReady
👤Authors: Fenggang Yuan, Cheng Tang+, Zheng Tang and Yuki Todo.
🔑Keywords: Visual System; Perceptron; Orientation Detection; Grayscale; Amacrine Cell.
[J017]. “A Model of the Starburst Amacrine Cell for Motion Direction Detection.”
International Journal of Bio-Inspired Computation, Volume 21, No. 2, January 2023. CameraReady
👤Authors: Fenggang Yuan, Hiroyoshi Todo, Cheng Tang, Zheng Tang and Yuki Todo.
🔑Keywords: Deep Learning; Convolutional Neural Network; Perceptron; Direction Detection; Grayscale; Artificial Neural Network.
[J016]. “A survey on machine learning models for financial time series forecasting.”
Neurocomputing, Volume 512, Pages 363-380, 1 November 2022. CameraReady
👤Authors: Yajiao Tang, Zhenyu Song, Yulin Zhu, Huaiyu Yuan, Maozhang Hou, Junkai Ji, Cheng Tang+ and Jianqiang Li.
🔑Keywords: Financial Time Series, Forecasting, Machine learning, Hybrid method.
[J015]. “Adopting a dendritic neural model for predicting stock price index movement.” Code
Expert Systems with Applications, Volume 205, 117637, 1 November 2022. CameraReady
👤Authors: Yajiao Tang, Zhenyu Song, Yulin Zhu, Maozhang Hou, Cheng Tang+ and Junkai Ji.
🔑Keywords: Financial time series, Prediction, Dendritic neural network, Differential evolution, Scale-free networks.
[J014]. “The mechanism of orientation detection based on color-orientation jointly selective cells.”
Knowledge-Based Systems, Volume 254, 109715, 27 October 2022. CameraReady
👤Authors: Bin Li, Yuki Todo, Zheng Tang and Cheng Tang+.
🔑Keywords: Orientation detection, Color-orientation jointly selective cell, McCulloch–Pitts neuron model, Artificial visual system.
[J013]. “DenseHashNet: A Novel Deep Hashing for Medical Image Retrieval.”
IEEE Journal of Radio Frequency Identification, Volume 6, Pages 697-702, 28 September 2022. CameraReady
👤Authors: Chuansheng Liu, Weiping Ding, Chun Cheng, Cheng Tang, Jiashuang Huang and Haipeng Wang.
🔑Keywords: Codes, Image retrieval, Feature extraction, Medical diagnostic imaging, Databases, X-ray imaging, Manganese.
[J012]. “A novel motion direction detection mechanism based on dendritic computation of direction-selective ganglion cells.”
Knowledge-Based Systems, Volume 241, 108205, 6 April 2022. CameraReady
👤Authors: Cheng Tang, Yuki Todo, Junkai Ji and Zheng Tang.
🔑Keywords: Visual system, Direction-selective ganglion cells, Motion detection, Large-scale, Random-dot.
[J011]. “A survey on dendritic neuron model: Mechanisms, algorithms and practical applications.”
Neurocomputing, Volume 489, Pages 390-406, 7 June 2022. CameraReady
👤Authors: Junkai Ji, Cheng Tang+, Jiajun Zhao, Zheng Tang and Yuki Todo.
🔑Keywords: Neural model, Dendritic computation, Classification, Prediction, Logic circuit.
[J010]. “A cuckoo search algorithm with scale-free population topology.” Code
Expert Systems with Applications, Volume 188, 116049, February 2022. CameraReady
👤Authors: Cheng Tang, Shuangbao Song, Junkai Ji, Yajiao Tang, Zheng Tang and Yuki Todo.
🔑Keywords: Evolutionary computations, Optimization, Cuckoo search, Scale-free network, Population topology.
[J009]. “Air Quality Estimation Using Dendritic Neural Regression with Scale-Free Network-Based Differential Evolution.”
Atmosphere, Volume 12, Issue 12, 1647, 9 December 2021. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Jin Qian, Bin Zhang and Yuki Todo.
🔑Keywords: Air quality estimation, Dendritic neural Regression, Scale-free network, Chaotic time series.
[J008]. “Artificial immune system training algorithm for a dendritic neuron model.”
Knowledge-Based Systems, Volume 233, 107509, 5 December 2021. CameraReady
👤Authors: Cheng Tang, Yuki Todo, Junkai Ji, Qiuzhen Lin and ZhengTang.
🔑Keywords: Neuron model, Artificial immune system, Dendrite, Logic circuit.
[J007]. “Transmission trend of the COVID-19 pandemic predicted by dendritic neural regression.”
Applied Soft Computing, Volume 111, 107683, November 2021. CameraReady
👤Authors: Minhui Dong, Cheng Tang, Junkai Ji, Qiuzhen Lin and Ka-Chun Wong.
🔑Keywords: COVID-19, Prediction, Regression, Neural network, Optimization.
[J006]. “Adaptive Self-Scaling Brain-Storm Optimization via a Chaotic Search Mechanism.”
Algorithms, Volume 14, Issue 8, 239, 13 August 2021. CameraReady
👤Authors: Zhenyu Song, Xuemei Yan, Lvxing Zhao, Luyi Fan, Cheng Tang and Junkai Ji.
🔑Keywords: Brain-storm optimization, Chaotic local search, Adaptive mechanism.
[J005]. “A Simple Dendritic Neural Network Model-Based Approach for Daily PM2.5 Concentration Prediction.”
Electronics, Volume 10, Issue 4, 373, 3 February 2021. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Junkai Ji, Yuki Todo and Zheng Tang.
🔑Keywords: Air quality forecasting, Neural network, Environment, PM2.5 concentration.
[J004]. “Evolutionary Dendritic Neural Model for Classification Problems.”
Complexity, Volume 2020, 6296209, 19 August 2020. CameraReady
👤Authors: Xiaoxiao Qian, Cheng Tang, Yuki Todo, Qiuzhen Lin and Junkai Ji.
[J003]. “A novel machine learning technique for computer-aided diagnosis.”
Engineering Applications of Artificial Intelligence, Volume 92, 103627, June 2020. CameraReady
👤Authors: Cheng Tang, Junkai Ji, Yajiao Tang, Shangce Gao, Zheng Tang and Yuki Todo.
🔑Keywords: Computer-aided diagnosis, Artificial neural network, Artificial bee colony algorithm, Pruning, Logic circuit.
[J002]. “Training an approximate logic dendritic neuron model using social learning particle swarm optimization algorithm.”
IEEE Access, Volume 7, Pages 141947-141959, 30 September 2019. CameraReady
👤Authors: Shuangyu Song, Xingqian Chen, Cheng Tang, Shuangbao Song, Zheng Tang and Yuki Todo.
🔑Keywords: Dendritic neuron model, Heuristic optimization, Classification, pruning, Logic circuit.
[J001]. “An artificial bee colony algorithm search guided by scale-free networks.”
Information Sciences, Volume 473, Pages 142-165, January 2019. CameraReady
👤Authors: Junkai Ji, Shuangbao Song, Cheng Tang, Shangce Gao, Zheng Tang and Yuki Todo.
🔑Keywords: Artificial bee colony, Scale-free network, Optimization, Exploration, Exploitation.
Conference Proceedings
[C011]. “Dendritic Neural Regression Model Trained by Chicken Swarm Optimization Algorithm for Bank Customer Churn Prediction.”
International Conference on Neural Information Processing (ICNIP), Pages 254–265, 26 November 2023. CameraReady
👤Authors: Qi Wang, Haiyan Zhang, Junkai Ji, Cheng Tang and Yajiao Tang.
🔑Keywords: Dendritic Neural Regression Model, Chicken Swarm Optimization, Customer churn prediction.
[C010]. “Evolutionary Neural Architecture Design of Liquid State Machine for Image Classification.”
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Pages 91-95, 23-27 May 2022. CameraReady
👤Authors: Cheng Tang, Junkai Ji, Qiuzhen Lin and Yan Zhou.
🔑Keywords: Spiking neural network, Liquid state machine, Neural architecture, Evolutionary algorithm, Classification.
[C009]. “The Mechanism of Motion Direction Detection from Gray Images.”
2021 4th International Conference on Signal Processing and Machine Learning, Pages 12-17, August 2021. CameraReady
👤Authors: Yuxiao Hua, Riku Inoue, Cheng Tang, Yuki Todo and Zheng Tang.
🔑Keywords: Human-centered computing, Visualization, Visualization application domains, Visual analytics.
[C008]. “An Efficient Orientation Detection Mechanism Inspired via Orientation-selective Amacrine Cells.”
2021 4th International Conference on Signal Processing and Machine Learning, Pages 7-11, August 2021. CameraReady
👤Authors: Fenggang Yuan, Cheng Tang, Yuki Todo and Zheng Tang.
🔑Keywords: Computing methodologies, Artificial intelligence, Computer vision, Computer vision representations, Shape representations.
[C007]. “An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction.”
International Conference on Intelligent Computing, Pages 18-36, 09 August 2021. CameraReady
👤Authors: Cheng Tang, Zhenyu Song, Yajiao Tang, Huimei Tang, Yuxi Wang and Junkai Ji.
🔑Keywords: Dendritic neuron model, Firefly algorithm, Classification, Prediction, Hardwarezation.
[C006]. “The Mechanism of Orientation Detection Based on Dendritic Neuron.”
2021 IEEE 4th International Conference on Big Data and Artificial Intelligence (BDAI), Pages 225-229, 02-04 July 2021. CameraReady
👤Authors: Xiliang Zhang, Yuki Todo, Cheng Tang and Zheng Tang.
🔑Keywords: Visual mechanism, Dendritic neural model, Orientation detection, Neural network.
[C005]. “An Adaptive Scaling Cuckoo Search Algorithm.”
2021 4th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE), Pages 562-566, 26-28 March 2021. CameraReady
👤Authors: Zhenyu Song, Shuangyu Song, Bin Zhang, Jin Qian, Cheng Tang and Junkai Ji.
🔑Keywords: Self-adaptive, Cuckoo search algorithm, Chaotic.
[C004]. “Wind Speed Time Series Prediction Using a Single Dendritic Neuron Model.”
2020 2nd International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI), Pages 140-144, 23-25 October 2020. CameraReady
👤Authors: Zhenyu Song, Tianle Zhou, Xuemei Yan, Cheng Tang and Junkai Ji.
🔑Keywords: Dendritic neuron model, Back-propagation algorithm, Wind speed time series, Phase space reconstruction.
[C003]. “Improving Approximate Logic Neuron Model by Means of a Novel Learning Algorithm.”
International Conference on Intelligent Computing, Pages 484-496, 05 October 2020. CameraReady
👤Authors: Jiajun Zhao, Minhui Dong, Cheng Tang, Junkai Ji and Ying He.
🔑Keywords: Neural network, Dendrite, Learning algorithm, Classification, Logic circuit.
[C002]. “A Novel Plastic Neural Model with Dendritic Computation for Classification Problems.”
International Conference on Intelligent Computing, Pages 471-483, 05 October 2020. CameraReady
👤Authors: Junkai Ji, Minhui Dong, Cheng Tang, Jiajun Zhao and Shuangbao Song.
🔑Keywords: Neural network, Dendrite, Plastic, Hypercube, Classification.
[C001]. “A Self-adaptive Mechanism Embedded Gravitational Search Algorithm.”
2019 12th International Symposium on Computational Intelligence and Design (ISCID), 19649798, 14-15 December 2019. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Xingqian Chen, Shuangyu Song and Junkai Ji.
🔑Keywords: Gravitational search algorithm, Self-adaptive, Chaotic, Local search, Exploitation.
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