Tiantai Deng

According to our database, Tiantai Deng authored at least 15 papers between 2019 and 2026.

Collaborative distances:

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

2026

An Approximate Computing-Based Spiking Neural Networks Neuron Model and STDP Learning.

Haihang Xia, Haotian Liu, Yuqin Zhao, John Goodenough, Charith Abhayaratne, Sichen Liu, Sizhao Li, Tiantai Deng

IEEE Trans. Circuits Syst. I Regul. Pap., April, 2026

An Adaptive Gradient Recurrent Neural Network for Dynamic Quadratic Programming and its FPGA Implementation.

Huang Ouyang, Kaiyuan Yang, Tiantai Deng, Long Jin

IEEE Trans. Sustain. Comput., 2026

2025

VeriPy - A New Python-Based Approach for SDR Pipelined/Unrolled Hardware Accelerator Generation.

Yuqin Zhao, Linghui Ye, Haihang Xia, Nicholas Luke Seed, Tiantai Deng

CoRR, December, 2025

NLS: Natural-Level Synthesis for Hardware Implementation Through GenAI.

Kaiyuan Yang, Huang Ouyang, Xinyi Wang, Bingjie Lu, Yanbo Wang, Charith Abhayaratne, Sizhao Li, Long Jin, Tiantai Deng

CoRR, April, 2025

A 3-D Multi-Precision Scalable Systolic FMA Architecture.

Haotian Liu, Xicheng Lu, Xiaoyu Yu, Kai Li, Kaiyuan Yang, Haihang Xia, Sizhao Li, Tiantai Deng

IEEE Trans. Circuits Syst. I Regul. Pap., January, 2025

Periodic-noise-tolerant neurodynamic approach for kWTA operation applied to opinions evolution.

Jiexing Li, Yongji Guan, Tiantai Deng, Long Jin

Neural Networks, 2025

Enhanced multimodal prediction via feature fusion and momentum buffering.

Xinyu Han, Sizhao Li, Hao Yu, Tiantai Deng, Huosheng Xu

Expert Syst. Appl., 2025

A High Accuracy and Hardware Efficient Approximate Computing based Leaky integrate-and-fire Neuron Model.

Haihang Xia, Shengdi Wang, Yuqin Zhao, Haotian Liu, Charith Abhayaratne, Tiantai Deng

Proceedings of the 38th IEEE International System-on-Chip Conference, 2025

Stochastic Trajectory Prediction via Brownian LSTM Network.

Xinyu Han, Sizhao Li, Hao Yu, Tiantai Deng, Huosheng Xu

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

A Scalable and Accurate Chessboard-based AMC Algorithm with Low Computing Demands Data & Code.

Yuqin Zhao, William C. J. Gavin, Tiantai Deng, Edward Ball, Nicholas Luke Seed

Dataset, July, 2024

2023

A zeroing neurodynamics-based location method for nodes in underwater acoustic sensor network.

Shuqiao Wang, Xiujuan Du, Tiantai Deng

CAAI Trans. Intell. Technol., September, 2023

Editorial: Learning and control in robotic systems aided with neural dynamics.

Jiliang Zhang, Long Jin, Tiantai Deng, Muhammad Tahir

Frontiers Neurorobotics, June, 2023

A Scalable and Accurate Chessboard-Based AMC Algorithm With Low Computing Demands.

Yuqin Zhao, William C. J. Gavin, Tiantai Deng, Edward A. Ball, Nicholas Luke Seed

IEEE Access, 2023

2022

A Soft Coprocessor Approach for Developing Image and Video Processing Applications on FPGAs.

Tiantai Deng, Danny Crookes, Roger F. Woods, Fahad Manzoor Siddiqui

J. Imaging, 2022

2019

FPGA-Based Processor Acceleration for Image Processing Applications.

Fahad Manzoor Siddiqui, Sam Amiri, Umar Ibrahim Minhas, Tiantai Deng, Roger F. Woods, Karen Rafferty, Daniel Crookes

J. Imaging, 2019