Samsung is building a dedicated AI chip for PCs, and HP and Lenovo are already testing it

According to multiple Korean outlets, including Chosun, Samsung's LSI division which works on the Exynos mobile chips, is ...

A tiny London startup built a CUDA compiler that reportedly beats AMD's own tools on AMD hardware

Spectral Compute was founded in 2018 by four engineers with about 60 years of combined HPC optimization experience. The ...
IEEE

YAXY: A New Hybrid FPGA-Based Hardware Acceleration of TFHE

Abstract: Fully Homomorphic Encryption (FHE) enables direct computation on ciphertexts, thereby ensuring data privacy during processing. However, its widespread application is impeded by high ...
USA Today

ZK Prover Code “Venus” Released to Dramatically Reduce L2 Fees and Scale Web3

San Francisco, USA — Open‑source software released today could significantly lower transaction fees on zero‑knowledge rollups, potentially ending the trade‑off between low cost and strong security ...
GitHub

A domain-specific compiler framework for FPGA-based graph accelerators.

Graph.hls organizes graph accelerator parameters into three hierarchical levels by modification cost (L1: graph constants, L2: microarchitecture, L3: dataflow strategies) and provides two engines: ...
IEEE

Balancing Accuracy and Resources in FPGA Approximate HLS: Model-free vs. Model-based Approaches

Abstract: Approximate Computing (AxC) enhances energy and resource efficiency by intentionally relaxing accuracy requirements, offering an attractive trade-off for FPGA-based hardware accelerators. In ...
The Robot Report

6 trends shaping robotics and AI

The fields of robotics and artificial intelligence are evolving at an unprecedented pace, driven by innovation and increasing demands for autonomy, efficiency, and safety. To better understand these ...
GitHub

DP-HLS: A High-Level Synthesis Framework for Accelerating Dynamic Programming Algorithms in Bioinformatics

Welcome to the official repository of DP-HLS, a framework designed to accelerate algorithms based on the 2-D Dynamic Programming paradigm using High-Level Synthesis (HLS). Built with the AMD Vitis HLS ...