Pengfei Sun
- Lab member: 2025-
- Google Scholar
- ORCID
- Supervised by: Danyal Akarca, Dan Goodman
Pengfei Sun works on developing brain-inspired neural networks, with a particular focus on delay learning, neuromorphic applications, and EEG decoding.
Pengfei is supervised by Dan Akarca and co-supervised by Dan Goodman.
Publications
Note that only publications as part of the Neural Reckoning group are included here (see external publications below for full list).
2025
External publications
This is a short preview of the publications from other sources (ORCID, Semantic Scholar). Note that publications from work done outside the Neural Reckoning group are included in this list.
2025
- Pengfei Sun, Jorg De Winne, Malu Zhang, Paul Devos, Dick Botteldooren (2025)
Electroencephalography Decoding with Conditional Identification Generator
International Journal of Neural Systems - Pengfei Sun, Jibin Wu, Paul Devos, Dick Botteldooren (2025)
Towards parameter-free attentional spiking neural networks
Neural Networks - Pengfei Sun, Jorg De Winne, Malu Zhang, Paul Devos, Dick Botteldooren (2025)
Delayed knowledge transfer: Cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals
Neural Networks - Pengfei Sun, Jibin Wu, Malu Zhang, Paul Devos, Dick Botteldooren (2025)
Delayed Memory Unit: Modeling Temporal Dependency Through Delay Gate
IEEE Transactions on Neural Networks and Learning Systems
2024
- Pengfei Sun, Jibin Wu, Malu Zhang, Paul Devos, Dick Botteldooren (2024)
Delay learning based on temporal coding in Spiking Neural Networks
Neural Networks
2023
- Pengfei Sun, Yansong Chua, Paul Devos, Dick Botteldooren (2023)
Learnable axonal delay in spiking neural networks improves spoken word recognition
Frontiers in Neuroscience - Pengfei Sun, Ehsan Eqlimi, Yansong Chua, Paul Devos, Dick Botteldooren (2023)
Adaptive Axonal Delays in Feedforward Spiking Neural Networks for Accurate Spoken Word Recognition
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2022
- Sumit Bam Shrestha, Longwei Zhu, Pengfei Sun (2022)
Spikemax: Spike-based Loss Methods for Classification
2022 International Joint Conference on Neural Networks (IJCNN) - Pengfei Sun, Longwei Zhu, Dick Botteldooren (2022)
Axonal Delay as a Short-Term Memory for Feed Forward Deep Spiking Neural Networks
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2021
- Nicholas LeBow, et al. (2021)
Real-Time Edge Neuromorphic Tasting From Chemical Microsensor Arrays
Frontiers in Neuroscience - Pengliang Sun, Xuetong Niu, Pengfei Sun, Kele Xu (2021)
Squeeze-and-Excitation network-Based Radar Object Detection With Weighted Location Fusion
Proceedings of the 2021 International Conference on Multimedia Retrieval
2020
- Roshan Gopalakrishnan, Yansong Chua, Pengfei Sun, Ashish Jith Sreejith Kumar, Arindam Basu (2020)
HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses
Frontiers in Neuroscience