Neural coding in spiking neural networks: A comparative study for robust neuromorphic systems W Guo, ME Fouda, AM Eltawil, KN Salama Frontiers in Neuroscience 15, 638474, 2021 | 258 | 2021 |
Valence and conduction band offsets of β-Ga2O3/AlN heterojunction H Sun, CG Torres Castanedo, K Liu, KH Li, W Guo, R Lin, X Liu, J Li, X Li Applied Physics Letters 111 (16), 2017 | 106 | 2017 |
Selective Toluene Detection with Mo2CTx MXene at Room Temperature W Guo, SG Surya, V Babar, F Ming, S Sharma, HN Alshareef, ... ACS applied materials & interfaces 12 (51), 57218-57227, 2020 | 103 | 2020 |
Wurtzite BAlN and BGaN alloys for heterointerface polarization engineering K Liu, H Sun, F AlQatari, W Guo, X Liu, J Li, CG Torres Castanedo, X Li Applied Physics Letters 111 (22), 2017 | 61 | 2017 |
Toward the optimal design and FPGA implementation of spiking neural networks W Guo, HE Yantır, ME Fouda, AM Eltawil, KN Salama IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3988-4002, 2021 | 52 | 2021 |
Unsupervised adaptive weight pruning for energy-efficient neuromorphic systems W Guo, ME Fouda, HE Yantir, AM Eltawil, KN Salama Frontiers in Neuroscience 14, 598876, 2020 | 22 | 2020 |
Towards efficient neuromorphic hardware: unsupervised adaptive neuron pruning W Guo, HE Yantır, ME Fouda, AM Eltawil, KN Salama Electronics 9 (7), 1059, 2020 | 21 | 2020 |
Revealing microstructure and dislocation behavior in BAlN/AlGaN heterostructures H Sun, F Wu, YJ Park, CH Liao, W Guo, N Alfaraj, KH Li, DH Anjum, ... Applied Physics Express 11 (1), 011001, 2017 | 21 | 2017 |
An ultra-area-efficient 1024-point in-memory fft processor HE Yantir, W Guo, AM Eltawil, FJ Kurdahi, KN Salama Micromachines 10 (8), 509, 2019 | 17 | 2019 |
Polarization properties of wurtzite III nitride indicate the principle of polarization engineering K Liu, X Li arXiv preprint arXiv:1808.07211, 2018 | 16 | 2018 |
Efficient training of spiking neural networks with temporally-truncated local backpropagation through time W Guo, ME Fouda, AM Eltawil, KN Salama Frontiers in Neuroscience 17, 1047008, 2023 | 14 | 2023 |
Induction-heating MOCVD reactor with significantly improved heating efficiency and reduced harmful magnetic coupling KH Li, HS Alotaibi, H Sun, R Lin, W Guo, CG Torres-Castanedo, K Liu, ... Journal of Crystal Growth 488, 16-22, 2018 | 12 | 2018 |
BAlN for III-nitride UV light-emitting diodes: undoped electron blocking layer W Gu, Y Lu, R Lin, W Guo, Z Zhang, JH Ryou, J Yan, J Wang, J Li, X Li Journal of Physics D: Applied Physics 54 (17), 175104, 2021 | 11 | 2021 |
Efficient neuromorphic hardware through spiking temporal online local learning W Guo, ME Fouda, AM Eltawil, KN Salama IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (11 …, 2022 | 7 | 2022 |
Performance modeling and workload analysis of distributed large language model training and inference J Kundu, W Guo, A BanaGozar, U De Alwis, S Sengupta, P Gupta, ... 2024 IEEE International Symposium on Workload Characterization (IISWC), 57-67, 2024 | 2 | 2024 |
An End-To-End Neuromorphic Radio Classification System with an Efficient Sigma-Delta-Based Spike Encoding Scheme W Guo, K Yang, HG Stratigopoulos, H Aboushady, KN Salama IEEE Transactions on Artificial Intelligence, 2023 | 2 | 2023 |
Efficient hardware implementation for online local learning in spiking neural networks W Guo, ME Fouda, AM Eltawil, KN Salama 2022 IEEE 4th international conference on artificial intelligence circuits …, 2022 | 2 | 2022 |
Supervised Local Training with Backward Links for Deep Neural Networks W Guo, ME Fouda, AM Eltawil, KN Salama IEEE Transactions on Artificial Intelligence 5 (2), 854-867, 2023 | 1 | 2023 |
BackLink: supervised local training with backward links W Guo, ME Fouda, AM Eltawil, KN Salama arXiv preprint arXiv:2205.07141, 2022 | 1 | 2022 |
A System Level Performance Evaluation for Superconducting Digital Systems J Kundu, D Bhattacharjee, N Josephsen, A Pokhrel, U De Silva, W Guo, ... arXiv preprint arXiv:2411.08645, 2024 | | 2024 |