IEEE

HLS to FPGAs: Extending Software Regions Via Transformations and Offloading Functions to the CPU

Abstract: On a CPU-FPGA system, C/C++ applications are typically accelerated by offloading specific code regions onto the FPGA using High-level Synthesis (HLS). Although modern FPGAs can implement ...
IEEE

Accurate, Efficient and Scalable Power Modeling for FPGA HLS

Abstract: Power estimation serves as the foundation for a series of hardware optimization strategies. However, it is challenging to deliver accurate power estimation at an early design stage like high ...
IEEE

High-Level Synthesis of AlexNet CNN based model for Brain Tumor Diagnosis through FPGA Deployment Using Vitis HLS

Abstract: This research aims to investigate and optimize the design parameters for the synthesis of a hardware accelerator for the AlexNet convolutional neural network (CNN) model using Vitis ...
PBS

AP report: Hegseth warns Anthropic to let the military use company's AI tech as it sees fit

WASHINGTON (AP) — Defense Secretary Pete Hegseth gave Anthropic's CEO a Friday deadline to open the company's artificial intelligence technology for unrestricted military use or risk losing its ...
Mediaite

‘My God, Use the Clicker’ Smerconish Stresses To His CNN Viewers They Need ‘Mixed Media Diet’

CNN’s Michael Smerconish stressed to his viewers the importance of a “mixed media diet” and told them to “use the remote” to sample differing points of view. CBS pushed back on Colbert’s claim, saying ...
IEEE

An Efficient Implementation of Small-Precision Floating-point Matrix Multiplication for AI-Based Image Processing Applications

Abstract: The Multiply and Accumulator (MAC) in Convolution Neural Network (CNN) for image applications demands an efficient matrix multiplier. This study presents an area- and power-efficient ...
Semiconductor Engineering

Automated MLIR-based HLS framework That Generates FPGA HW Designs From A Variety of CNN Layers (TU Dresden)

“Driven by the increasing demand for low-latency and real-time processing, machine learning applications are steadily migrating toward edge computing platforms, where Field-Programmable Gate Arrays ...
CNN

US military’s urgent push for laser weapons behind El Paso airport shutdown

The Defense Department has been aggressively pursuing laser weapons and defense systems, a push that gained significant attention this week when the use of an anti-drone laser system led to the ...
IEEE

A flexible FPGA implementation of GNSS signal acquisition circuit using high level synthesis

Abstract: A GNSS (Global Navigation Satellite System) receiver is an attractive material to learn signal processing for wireless systems. In digital design using an FPGA, high level synthesis (HLS) ...
IEEE

From Analog Pedals to FPGA: An HLS Approach to Guitar Audio Effects Implementation

Abstract: This work presents an approach to implementing efficient FPGA-based audio processors using High-Level Synthesis (HLS) on the Xilinx ZYNQ-7020 System-on-Chip (SoC). We successfully ...
IEEE

Design and Implementation of a Flexible CNN Accelerator for Fast Real-Time Object Detection on FPGA

Abstract: In edge computing systems with limited resources, such as mobile devices and the Internet of Things, the use of Convolutional Neural Network (CNN) accelerators on FPGA has increasingly ...
CNN

So-called ‘manfluencers’ are filming themselves trying to pick up women. Smart glasses are their perfect tool

Toluwa was waiting for her flight in an airport lounge in Washington, DC, when she said she was approached by a stranger. The pair got chatting and, after a while, she agreed to exchange numbers with ...