IEEE

MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference Using Memory-Immersed Data Conversion and Multiplication-Free Operators

Abstract: We propose a co-design approach for compute-in-memory inference for deep neural networks (DNN). We use multiplication-free function approximators based on l 1 norm along with a co-adapted ...
IEEE

Multiplication-Free Lookup-Based CNN Accelerator Using Residual Vector Quantization and Its FPGA Implementation

Abstract: In this paper, a table lookup-based computing technique is proposed to perform convolutional neural network (CNN) inference without multiplication, and its FPGA implementation is ...
grampianonline

Buckie Post Office in Moray cordoned off after robbery to allow police investigation

A Moray post office was robbed earlier today, police have confirmed. They were called at the scene at around 12.45pm today (Saturday, December 20) after report of a robbery which had taken place at ...
The Boston Globe

Billboard’s broken record: Why was this year’s Hot 100 so boring?

In October, the music industry trade bible Billboard changed its rules for inclusion on the Hot 100, its cross-genre charting of US music consumption. This has happened in the past; when the chart ...