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 ...
NPR

Head Start centers told to avoid 'disability,' 'women' and more in funding requests

Some Head Start early childhood programs are being told by the federal government to remove a list of nearly 200 words and phrases from their funding applications or they could be denied. That's ...
Geeky Gadgets

Excel Lookup Showdown, Use XLOOKUP for Fixed Lookups, VLOOKUP for Relative Columns

Have you ever found yourself wrestling with Excel formulas, wondering why your data retrieval isn’t working as expected? For years, Excel users have relied on VLOOKUP, a familiar and straightforward ...
IEEE

Efficient Human Activity Recognition Using Lookup Table-Based Neural Architecture Search for Mobile Devices

Abstract: Mobile devices play a crucial role in human activity recognition as they enable real-time sensing of user interaction for learning algorithms like neural networks. To facilitate human ...