Artificial to Spiking Neural Networks Conversion for Scientific Machine
Learning

Artificial to Spiking Neural Networks Conversion for Scientific Machine Learning

31 August 2023

Youngeun Kim

Yuhang Li

George Karniadakis

Priyadarshini Panda

Papers citing "Artificial to Spiking Neural Networks Conversion for Scientific Machine Learning"

7 / 7 papers shown

Title
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning Isha Jain Shailesh Garg Shaurya Shriyam Souvik Chakraborty GNN 81 0 0 12 Dec 2024
Randomized Forward Mode Gradient for Spiking Neural Networks in Scientific Machine Learning Ruyin Wan Qian Zhang George Karniadakis 32 0 0 11 Nov 2024
Learning in PINNs: Phase transition, total diffusion, and generalization Sokratis J. Anagnostopoulos Juan Diego Toscano Nikolaos Stergiopulos George Karniadakis 29 10 0 27 Mar 2024
Neuroscience inspired scientific machine learning (Part-2): Variable spiking wavelet neural operator Shailesh Garg Souvik Chakraborty 32 0 0 15 Nov 2023
Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration Zhongyi Jiang Min Zhu Dongzhuo Li Qiuzi Li Yanhua O. Yuan Lu Lu AI4CE 46 49 0 08 Mar 2023
Spiking Neural Operators for Scientific Machine Learning Adar Kahana Qian Zhang Leonard Gleyzer George Karniadakis 34 9 0 17 May 2022
Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration Yuhang Li Shi-Wee Deng Xin Dong Shi Gu 59 23 0 06 May 2022