Brady Taylor

According to our database, Brady Taylor authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs.

Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen

CoRR, 2024

Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference.

Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation.

Brady Taylor, Xiaoxuan Yang, Hai Li

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Biologically Plausible Learning on Neuromorphic Hardware Architectures.

Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

2022

Processing-in-Memory Technology for Machine Learning: From Basic to ASIC.

Brady Taylor, Qilin Zheng, Ziru Li, Shiyu Li, Yiran Chen

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Research Progress on Memristor: From Synapses to Computing Systems.

Xiaoxuan Yang, Brady Taylor, Ailong Wu, Yiran Chen, Leon O. Chua

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

CMOS Implementation of Spiking Equilibrium Propagation for Real-Time Learning.

Brady Taylor, Nicky Ramos, Eric C. Yeats, Hai Li

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity.

Brady Taylor, Amar Shrestha, Qinru Qiu, Hai Helen Li

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning.

Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021