Given the stringent requirements of energy efficiency for Internet-of-Things edge devices,
approximate multipliers, as a basic component of many processors and accelerators, have …

Recent advancements in hardware and software systems have been driven by the
deployment of emerging smart health and mobility applications. These developments have …

The image processing can be implemented in an error-tolerant mode with acceptable
accuracy. In digital image processing, the adders and multipliers are the most important …

Among various platforms for computer vision algorithms, FPGA has gained popularity as a
low-power solution. These algorithms involve convolution operation which are extensively …

Multipliers are widely-used arithmetic operators in digital signal processing and machine
learning circuits. Due to their relatively high complexity, they can have high latency and be a …

Approximate multiplier saves energy and improves hardware performance for error-tolerant
computation-intensive applications. This work proposes hardware-efficient FPGA-based …

This paper presents a novel multi-level approximate logarithmic multiplier (ALM) named
multi-ALM that offers dynamic run-time re-configurability for various precision, performance …

A Booth Radix-4 multiplier is a commonly used digital circuit for performing high-speed
multiplication of binary numbers in modern microprocessors. Low power consumption is a …

The rising usage of AI/ML-based processing across application domains has exacerbated
the need for low-cost ML implementation, specifically for resource-constrained embedded …