Bo Xu

发表

Parallel Probabilistic Neural Network ( PPNN ) 1 Parallel Probabilistic Neural Network ( PPNN )

Bo Xu, 2007 .

Recent Advances and New Frontiers in Spiking Neural Networks

Bo Xu, Duzhen Zhang, Tielin Zhang, 2022, ArXiv.

Recent Advances and New Frontiers in Spiking Neural Networks

Bo Xu, Duzhen Zhang, Tielin Zhang, 2022, International Joint Conference on Artificial Intelligence.

Recent Advances and New Frontiers in Spiking Neural Networks

Bo Xu, Duzhen Zhang, Tielin Zhang, 2022, IJCAI.

Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning

Bo Xu, Duzhen Zhang, Tielin Zhang, 2021, 2106.07854.

Recent Advances and New Frontiers in Spiking Neural Networks

Bo Xu, Duzhen Zhang, Tielin Zhang, 2022, IJCAI.

Efficient coding matters in the organization of the early visual system

Yi Zeng, Bo Xu, Jiuqi Han, 2018, Neural Networks.

Parallel Brain Simulator: A Multi-scale and Parallel Brain-Inspired Neural Network Modeling and Simulation Platform

Xin Liu, Yi Zeng, Bo Xu, 2016, Cognitive Computation.

Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation pdf

Xiang Cheng, Bo Xu, Tielin Zhang, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks

M. Poo, Bo Xu, Yi Zeng, 2021, Science advances.

Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks

Bo Xu, Tielin Zhang, Shuncheng Jia, 2021, Frontiers in Neuroscience.

Finite Meta-Dynamic Neurons in Spiking Neural Networks for Spatio-temporal Learning pdf

Xiang Cheng, Bo Xu, Tielin Zhang, 2020, ArXiv.

Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network

Meng Dong, Xuhui Huang, Bo Xu, 2018, PloS one.

Motif-topology improved Spiking Neural Network for the Cocktail Party Effect and McGurk Effect

Bo Xu, Tielin Zhang, Shuncheng Jia, 2022, ArXiv.

Motif-Topology and Reward-Learning Improved Spiking Neural Network for Efficient Multi-Sensory Integration

Bo Xu, Tielin Zhang, Shuncheng Jia, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Brain-inspired Balanced Tuning for Spiking Neural Networks

Yi Zeng, Bo Xu, Tielin Zhang, 2018, IJCAI.

Neuronal Morphology Modeling Based on Microscopy Reconstruction Data in the Public Repositories

Xuan Tang, Yi Zeng, Bo Xu, 2014, Brain Informatics and Health.

A computational approach towards the microscale mouse brain connectome from the mesoscale.

Bo Xu, Yi Zeng, Tielin Zhang, 2017, Journal of integrative neuroscience.

Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory

Yi Zeng, Qian Liang, Bo Xu, 2020, Frontiers in Computational Neuroscience.

Meta neurons improve spiking neural networks for efficient spatio-temporal learning

Bo Xu, Tielin Zhang, Shuncheng Jia, 2023, Neurocomputing.

Biological Neuron Coding Inspired Binary Word Embeddings

Bo Xu, Yi Zeng, Yuwei Wang, 2019, Cognitive Computation.

A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle

Bo Xu, Yi Zeng, Guixiang Wang, 2018, IEEE Transactions on Cognitive and Developmental Systems.

A Spiking Neural Network Based Autonomous Reinforcement Learning Model and Its Application in Decision Making

Yi Zeng, Bo Xu, Guixiang Wang, 2016, BICS.

A Brain-Inspired Decision Making Model Based on Top-Down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations

Yi Zeng, Bo Xu, Jun Bai, 2018, Cognitive Computation.

Improving multi-layer spiking neural networks by incorporating brain-inspired rules

Yi Zeng, Bo Xu, Tielin Zhang, 2017, Science China Information Sciences.

Explaining cocktail party effect and McGurk effect with a spiking neural network improved by Motif-topology

Bo Xu, Tielin Zhang, Shuncheng Jia, 2023, Frontiers in Neuroscience.

Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning

Bo Xu, Duzhen Zhang, Tielin Zhang, 2022, AAAI.

HCNN: A Neural Network Model for Combining Local and Global Features Towards Human-Like Classification

Yi Zeng, Bo Xu, Tielin Zhang, 2016, Int. J. Pattern Recognit. Artif. Intell..

A neural algorithm for Drosophila linear and nonlinear decision-making

Yi Zeng, Aike Guo, Haifeng Su, 2020, Scientific Reports.

A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle

Yi Zeng, Bo Xu, Feifei Zhao, 2018, Front. Neurorobot..

A Fast Contour Detection Model Inspired by Biological Mechanisms in Primary Vision System

Yi Zeng, Bo Xu, Qingqun Kong, 2018, Front. Comput. Neurosci..

A Brain-Inspired Visual Fear Responses Model for UAV Emergent Obstacle Dodging

Yi Zeng, Bo Xu, Qingqun Kong, 2020, IEEE Transactions on Cognitive and Developmental Systems.

Self-Lateral Propagation Elevates Synaptic Modifications in Spiking Neural Networks for the Efficient Spatial and Temporal Classification.

Bo Xu, Tielin Zhang, Qing Wang, 2023, IEEE transactions on neural networks and learning systems.

Tuning Synaptic Connections instead of Weights by Genetic Algorithm in Spiking Policy Network

Bo Xu, Duzhen Zhang, Tielin Zhang, 2022, ArXiv.

Artificial Neural Network-assisted Amplitude Thresholding Improves Spike Detection

Bo Xu, Tielin Zhang, Xiang Cheng, 2022, International Conferences on Computing and Pattern Recognition.

Neuron type classification in rat brain based on integrative convolutional and tree-based recurrent neural networks

Bo Xu, Yi Zeng, Duzhen Zhang, 2021, Scientific Reports.

Biological Neural Network Structure and Spike Activity Prediction based on Multi-neuron Spike Train Data

Yi Zeng, Bo Xu, Tielin Zhang, 2015 .

Neural pathway prediction based on multi-neuron spike train data

Bo Xu, Yi Zeng, Tielin Zhang, 2014, BMC Neuroscience.

Relation Inference and Type Identification Based on Brain Knowledge Graph

Yi Zeng, Bo Xu, Dongsheng Wang, 2016, BIH.

Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning

Bo Xu, Duzhen Zhang, Tielin Zhang, 2021, ArXiv.

Attention-free Spikformer: Mixing Spike Sequences with Simple Linear Transforms

Bo Xu, Duzhen Zhang, Tielin Zhang, 2023, ArXiv.

HMSNN: Hippocampus inspired Memory Spiking Neural Network

Yi Zeng, Bo Xu, Liwei Wang, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

ODE-based Recurrent Model-free Reinforcement Learning for POMDPs

Bo Xu, Duzhen Zhang, Tielin Zhang, 2023, NeurIPS.

A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost

M. Poo, Bo Xu, Tielin Zhang, 2023, Science advances.