Brady Taylor

21 papers A* 2C 3Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
A Comparison of Custom and Standard Neuron Model Random Walks on the Ornstein-Uhlenbeck Equation for Simplified Turbulence.
ICONS
Brady Taylor, Hemanth Kolla, Felix Wang, J. Darby Smith, Michael J. Schmidt
2025 J jnl
Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain.
IEEE Trans. Circuits Syst. I Regul. Pap.
Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen
2025 J jnl
CAMformer: Associative Memory is All You Need.
CoRR
Tergel Molom-Ochir, Benjamin F. Morris III, Mark Horton, Chiyue Wei, Cong Guo, Brady Taylor, Peter Liu, Shan X. Wang, Deliang Fan, Hai Helen Li, Yiran Chen
2025 C conf
Effect of Capacitor Mismatch Nonlinearity on Inference Accuracy in Analog Compute-in-Memory Architectures.
ISCAS
Abdulkarim Alorf, Brady Taylor, Yiran Chen
2025 J jnl
Efficient and Robust Edge AI: Software, Hardware, and the Co-design.
ACM Trans. Embed. Comput. Syst.
Bokyung Kim, Shiyu Li, Brady Taylor, Yiran Chen
2025 J jnl
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers.
CoRR
Mark Horton, Tergel Molom-Ochir, Peter Liu, Bhavna Gopal, Chiyue Wei, Cong Guo, Brady Taylor, Deliang Fan, Shan X. Wang, Hai Li, Yiran Chen
2025 C conf
MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs.
ISCAS
Tergel Molom-Ochir, Brady Taylor, Hai (Helen) Li, Yiran Chen
2025 J jnl
MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM.
IEEE Trans. Biomed. Circuits Syst.
Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Yiran Chen, Hai Li
2024 A* conf
Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference.
DAC
Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen
2024 J jnl
MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs.
CoRR
Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen
2024 — conf
MulPi: A Multi-Class and Patient-Independent Computing-in-SRAM Seizure Classifier.
BioCAS
Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Nicky Ramos, Eric C. Yeats, Yiran Chen, Hai Helen Li
2024 J jnl
TFSRAM: A 249.8TOPS/W Timing-to-First-Spike Compute-in-Memory Neuromorphic Processing Engine With Twin-Column SRAM Synapses.
IEEE Trans. Circuits Syst. Artif. Intell.
Ziru Li, Qilin Zheng, Jonathan Ku, Brady Taylor, Hai Li
2024 — conf
Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation.
AICAS
Brady Taylor, Xiaoxuan Yang, Hai Li
2023 — conf
Biologically Plausible Learning on Neuromorphic Hardware Architectures.
MWSCAS
Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen
2022 J jnl
Biologically Plausible Learning on Neuromorphic Hardware Architectures.
CoRR
Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen
2022 — conf
CMOS Implementation of Spiking Equilibrium Propagation for Real-Time Learning.
AICAS
Brady Taylor, Nicky Ramos, Eric C. Yeats, Hai Li
2022 J jnl
Processing-in-Memory Technology for Machine Learning: From Basic to ASIC.
IEEE Trans. Circuits Syst. II Express Briefs
Brady Taylor, Qilin Zheng, Ziru Li, Shiyu Li, Yiran Chen
2022 J jnl
Research Progress on Memristor: From Synapses to Computing Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiaoxuan Yang, Brady Taylor, Ailong Wu, Yiran Chen, Leon O. Chua
2021 C conf
1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity.
ISCAS
Brady Taylor, Amar Shrestha, Qinru Qiu, Hai Helen Li
2021 A* conf
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning.
DAC
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
2021 J jnl
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning.
CoRR
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu