Articles

Neural Network Training With Asymmetric Crosspoint Elements

in Machine Learning and Artificial Intelligence

• Murat Onen
• Tayfun Gokmen
• Teodor K. Todorov
• Tomasz Nowicki
• Jesús A. del Alamo
• John Rozen
• Wilfried Haensch
• Seyoung Kim

Neuroevolution Guided Hybrid Spiking Neural Network Training

in Neuromorphic Engineering

• Sen Lu
• Abhronil Sengupta

Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm

in Neural Technology

• Chaeun Lee
• Kyungmi Noh
• Wonjae Ji
• Tayfun Gokmen
• Seyoung Kim

SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient Spiking Neural Network Training

in Neuromorphic Engineering

• Fangxin Liu
• Wenbo Zhao
• Yongbiao Chen
• Zongwu Wang
• Tao Yang
• Li Jiang

Dynamic balance of a bipedal robot using neural network training with simulated annealing

• Yoqsan Angeles-García
• Hiram Calvo
• Humberto Sossa
• Álvaro Anzueto-Ríos

Neural Network Training Acceleration With RRAM-Based Hybrid Synapses

in Neuromorphic Engineering

• Wooseok Choi
• Myonghoon Kwak
• Seyoung Kim
• Hyunsang Hwang

Biologically Plausible Class Discrimination Based Recurrent Neural Network Training for Motor Pattern Generation

in Neuromorphic Engineering

• Parami Wijesinghe
• Chamika Liyanagedera
• Kaushik Roy

Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations

in Neuromorphic Engineering

• Tayfun Gokmen
• Yurii Vlasov

Prediction of Maximum Flood Inundation Extents With Resilient Backpropagation Neural Network: Case Study of Kulmbach

in Hydrosphere

• Qing Lin
• Jorge Leandro
• Wenrong Wu
• Punit Bhola
• Markus Disse

Busbar fault diagnosis method based on multi-source information fusion

in Smart Grids

• Xuebao Jiang
• Haiou Cao
• Chenbin Zhou
• Xuchao Ren
• Jiaoxiao Shen
• Jiayan Yu

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

in Neuromorphic Engineering

• Chen Liu
• Guillaume Bellec
• Bernhard Vogginger
• David Kappel
• Johannes Partzsch
• Felix Neumärker
• Sebastian Höppner
• Wolfgang Maass
• Steve B. Furber
• Robert Legenstein

Pre-training, personalization, and self-calibration: all a neural network-based myoelectric decoder needs

• Chenfei Ma
• Xinyu Jiang
• Kianoush Nazarpour

Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis

in Brain Imaging Methods

• Byung-Hoon Kim
• Jong Chul Ye

General-Purpose Bayesian Tensor Learning With Automatic Rank Determination and Uncertainty Quantification

in Machine Learning and Artificial Intelligence

• Kaiqi Zhang
• Cole Hawkins
• Zheng Zhang

Early warning of enterprise financial risk based on improved BP neural network model in low-carbon economy

in Carbon Capture, Utilization and Storage

• Jie Wan
• Baochun Yu

Algorithm for Training Neural Networks on Resistive Device Arrays

in Neuromorphic Engineering

• Tayfun Gokmen
• Wilfried Haensch