EDN

Increasing ADC resolution by adding dither to DC signals

Generating a deterministic dither waveform to DC signals in order to enhance the signal-to-quantization noise of ADC ...
IEEE

Optimal Transport Quantization Based on Cross-X Semantic Hypergraph Learning for Fine-Grained Image Retrieval

Abstract: Large-scale fine-grained image retrieval aims to learn compact discriminative feature representations based on mining the subtle distinctions between visually similar objects. However, ...
Design And Reuse

Ceva Advancing Real-Time AI with Transformers and Intelligent Quantization

In an earlier collaborative project, Ceva worked with CERN on the trigger system of the Large Hadron Collider (LHC), a sophisticated real-time filtering mechanism that deals with the torrent of ...
The Baltic Times

Tiny AI: How Small Models Are Changing Mobile Apps

AI no longer lives only in the cloud. Smaller, optimized models are bringing generative intelligence directly onto ...
IEEE

WAPS-Quant: Low-Bit Post-Training Quantization Using Weight-Activation Product Scaling

Abstract: Post-Training Quantization (PTQ) has been effectively compressing neural networks into very few bits using a limited calibration dataset. Various ...