A Review of Graphene‐Based Memristive Neuromorphic Devices and Circuits B Walters, MV Jacob, A Amirsoleimani, M Rahimi Azghadi Advanced Intelligent Systems 5 (10), 2300136, 2023 | 16 | 2023 |
Unsupervised character recognition with graphene memristive synapses B Walters, C Lammie, S Yang, MV Jacob, M Rahimi Azghadi Neural Computing and Applications 36 (4), 1569-1584, 2024 | 3 | 2024 |
Spike Timing Dependent Gradient for Direct Training of Fast and Efficient Binarized Spiking Neural Networks Z Cai, HR Kalatehbali, B Walters, MR Azghadi, A Amirsoleimani, R Genov IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2023 | 3 | 2023 |
Memristive Devices for Neuromorphic and Deep Learning Applications B Walters, C Lammie, J Eshraghian, C Yakopcic, T Taha, R Genov, ... | 1 | 2023 |
Sustainable Vertically-Oriented Graphene-Electrode Memristors for Neuromorphic Applications B Walters, MSA Kamel, MV Jacob, MR Azghadi FlatChem, 100755, 2024 | | 2024 |
Efficient sparse spiking auto-encoder for reconstruction, denoising and classification B Walters, HR Kalatehbali, Z Cai, R Genov, A Amirsoleimani, ... Neuromorphic Computing and Engineering 4 (3), 034005, 2024 | | 2024 |
Advancing Image Classification with Phase-coded Ultra-Efficient Spiking Neural Networks Z Cai, HR Kalatehbali, B Walters, MR Azghadi, R Genov, A Amirsoleimani 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024 | | 2024 |
Spiking Auto-Encoder Using Error Modulated Spike Timing Dependant Plasticity B Walters, Z Cai, HR Kalatehbali, A Amirsoleimani, R Genov, ... 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024 | | 2024 |
STDG: Fast and Lightweight SNN Training Technique Using Spike Temporal Locality Z Cai, HR Kalatehbali, B Walters, MR Azghadi, A Amirsoleimani, R Genov 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | | 2023 |