A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation.

[BibT_eX]

[DOI]

Pingcheng Dong

Yonghao Tan

Proceedings of the IEEE International Solid-State Circuits Conference, 2025

NeuroEye: A 54.59mW, 12200FPS Event-Driven Near-Sensor Eye-Tracking Processor with Pipelined Spatial-Temporal Spike-Streaming.

[BibT_eX]

[DOI]

Kwang-Ting (Tim) Cheng

Chi-Ying Tsui

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

A Flexible Precision Scaling Deep Neural Network Accelerator with Efficient Weight Combination.

[BibT_eX]

[DOI]

Liang Zhao

Kunming Shao

Fengshi Tian

Kwang-Ting (Tim) Cheng

Chi-Ying Tsui

Yi Zou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Analysis and Prevention of Coupling-Dependent Data Flipping in Series-Series Resonant Wireless Power Transfer Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

An Area-Efficient and Bit-Width Configurable Carry-Save Adder Tree for Spiking Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

SynDCIM: A Performance-Aware Digital Computing-in-Memory Compiler with Multi-Spec-Oriented Subcircuit Synthesis.

[BibT_eX]

[DOI]

Kwang-Ting (Tim) Cheng

Chi-Ying Tsui

Proceedings of the Design, Automation & Test in Europe Conference, 2025

E-NPU: A 34~126nJ/Class Event-Driven Adaptive Neural SoC with Signal-Dynamics-Aware Feature Clustering and Multi-Model In-Memory Inference/Training for Personalized Medical Wearables.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2025

2024

HybMED: A Hybrid Neural Network Training Processor With Multi-Sparsity Exploitation for Internet of Medical Things.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., October, 2024

BOLS: A Bionic Sensor-direct On-chip Learning System with Direct-Feedback-Through-Time for Personalized Wearable Health Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Low-Power Level-Crossing Analog-to-Spike Converter Intended for Neuromorphic Biomedical Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

ReSCIM: Variation-Resilient High Weight-Loading Bandwidth In-Memory Computation Based on Fine-Grained Hybrid Integration of Multi-Level ReRAM and SRAM Cells.

[BibT_eX]

[DOI]

Kwang-Ting (Tim) Cheng

Chi-Ying Tsui

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

PhotonNTT: Energy-Efficient Parallel Photonic Number Theoretic Transform Accelerator.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2024

A Neuron-Inspired 0.0032mm<sup>2</sup>-1.38μW/Ch Wireless Implantable Neural Interface with Direct Multiplexing Front-End and Event-Driven Spike Detection and Transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2024

NeuroSORT: A Neuromorphic Accelerator for Spike-based Online and Real-time Tracking.

[BibT_eX]

[DOI]

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

2023

Tempo-CIM: A RRAM Compute-in-Memory Neuromorphic Accelerator With Area-Efficient LIF Neuron and Split-Train-Merged-Inference Algorithm for Edge AI Applications.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

A 510 $\mu$W 0.738-mm$^{2}$ 6.2-pJ/SOP Online Learning Multi-Topology SNN Processor With Unified Computation Engine in 40-nm CMOS.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., June, 2023

A 137.5 TOPS/W SRAM Compute-in-Memory Macro with 9-b Memory Cell-Embedded ADCs and Signal Margin Enhancement Techniques for AI Edge Applications.

[BibT_eX]

[DOI]

CoRR, 2023

NBSSN: A Neuromorphic Binary Single-Spike Neural Network for Efficient Edge Intelligence.

[BibT_eX]

[DOI]

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

BIOS: A 40nm Bionic Sensor-defined 0.47pJ/SOP, 268.7TSOPs/W Configurable Spiking Neuron-in-Memory Processor for Wearable Healthcare.

[BibT_eX]

[DOI]

Kwang-Ting (Tim) Cheng

Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

AutoDCIM: An Automated Digital CIM Compiler.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Late Breaking Results: Weight Decay is ALL You Need for Neural Network Sparsification.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

NOLS: A Near-sensor On-chip Learning System with Direct Feedback Alignment for Personalized Wearable Heart Health Monitoring.

[BibT_eX]

[DOI]

Kwang-Ting (Tim) Cheng

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

NMBNN: Noise-Adaptive Memristive Bayesian Neural Network for Energy-Efficient Edge Health Care.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

A Clockless Robust Bionic Spike Detector for Implantable Brain-Computer Interfaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Binary is All You Need: Ultra-Efficient Arrhythmia Detection with a Binary-Only Compressive System.

[BibT_eX]

[DOI]

Kwang-Ting (Tim) Cheng

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

PN-TMS: Pruned Node-fusion Tree-based Multicast Scheme for Efficient Neuromorphic Systems.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

Novel Knowledge Distillation to Improve Training Accuracy of Spin-based SNN.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

NeuroBMI: A New Neuromorphic Implantable Wireless Brain Machine Interface with A 0.48 µW Event-Driven Noise-Tolerant Spike Detector.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

NIMBLE: A Neuromorphic Learning Scheme and Memristor Based Computing-in-Memory Engine for EMG Based Hand Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

A Compact Online-Learning Spiking Neuromorphic Biosignal Processor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

An Event-Driven Compressive Neuromorphic System for Cardiac Arrhythmia Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

TAC-RAM: A 65nm 4Kb SRAM Computing-in-Memory Design with 57.55 TOPS/W supporting Multibit Matrix-Vector Multiplication for Binarized Neural Network.

[BibT_eX]

[DOI]

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

Real-time Biosignal Recording and Machine-Learning Analysis System.

[BibT_eX]

[DOI]

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

2021

A New Neuromorphic Computing Approach for Epileptic Seizure Prediction.

[BibT_eX]

[DOI]

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

Fengshi Tian

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...