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AI and Next-Generation Codecs are Reshaping Encoding Innovation

Service providers must optimize three compression variables simultaneously: video quality, bitrate efficiency/processing power and latency ...
GitHub

E₈ Lattice Quantization with Entropy Coding for LLM KV Cache Compression

LatticeQuant E₈ Lattice Quantization with Entropy Coding for LLM KV Cache Compression LatticeQuant is a research framework for KV cache compression in large language models, combining lattice ...
GitHub

Optimizing Generative AI on Arm Processors

Welcome to Optimizing Generative AI on Arm Processors, a hands-on course designed to help you optimize generative AI workloads on Arm architectures. Through practical labs and structured lectures, you ...
IEEE

A 40-GS/s 8-bit Time-Interleaved ADC Featuring SFDR-Enhanced Sampling and Power-Efficient Time-Domain Quantization in 28-nm CMOS

Abstract: This article reports a 40-GS/s 8-bit time-interleaved (TI) time-domain (TD) gated-ring-oscillator analog-to-digital converter (GRO-ADC). An interleaving number of 32 is achieved with a ...
IEEE

Time Encoding Quantization of Bandlimited and Finite-Rate-of-Innovation Signals

Abstract: This paper studies the impact of quantization in integrate-and-fire time encoding machine (IF-TEM) sampler used for bandlimited (BL) and finite-rate-of ...