Research Areas
Recent Publications

Enabling Efficient Integer-Only Few-Shot Learning on Edge Devices

On-device neural network training has emerged as a key enabler for privacy- preserving and personalized data processing at the edge. However, the deployment of Few-Shot Learning …

Che juei kuo

Fast Read Pre-mapping Filtering for Short Variations Detection in Gene Sequences Using In-Memory Search Technology

To accelerate time consuming process for DNA alignment we propose a pre- mapping filtering method, called the Same Token Count (STC), that leverages the high parallelism of …

Chun hsien ho