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[HTML][HTML] Adaptive approximate computing in edge AI and IoT applications: A review
Recent advancements in hardware and software systems have been driven by the
deployment of emerging smart health and mobility applications. These developments have …
deployment of emerging smart health and mobility applications. These developments have …
Approximate computing survey, Part I: terminology and software & hardware approximation techniques
The rapid growth of demanding applications in domains applying multimedia processing
and machine learning has marked a new era for edge and cloud computing. These …
and machine learning has marked a new era for edge and cloud computing. These …
Dual-quality 4: 2 compressors for utilizing in dynamic accuracy configurable multipliers
In this paper, we propose four 4: 2 compressors, which have the flexibility of switching
between the exact and approximate operating modes. In the approximate mode, these dual …
between the exact and approximate operating modes. In the approximate mode, these dual …
Weight-oriented approximation for energy-efficient neural network inference accelerators
Current research in the area of Neural Networks (NN) has resulted in performance
advancements for a variety of complex problems. Especially, embedded system applications …
advancements for a variety of complex problems. Especially, embedded system applications …
FPGA-based multi-level approximate multipliers for high-performance error-resilient applications
This paper presents approximate multipliers which are efficiently deployed on Field
Programmable Gate Arrays (FPGAs) by using newly proposed approximate logic …
Programmable Gate Arrays (FPGAs) by using newly proposed approximate logic …
Approximate computing survey, Part II: Application-specific & architectural approximation techniques and applications
The challenging deployment of compute-intensive applications from domains such as
Artificial Intelligence (AI) and Digital Signal Processing (DSP), forces the community of …
Artificial Intelligence (AI) and Digital Signal Processing (DSP), forces the community of …
Block-based carry speculative approximate adder for energy-efficient applications
In this brief, a low energy consumption block-based carry speculative approximate adder is
proposed. Its structure is based on partitioning the adder into some non-overlapped …
proposed. Its structure is based on partitioning the adder into some non-overlapped …
Approximate reverse carry propagate adder for energy-efficient DSP applications
In this paper, a reverse carry propagate adder (RCPA) is presented. In the RCPA structure,
the carry signal propagates in a counter-flow manner from the most significant bit to the least …
the carry signal propagates in a counter-flow manner from the most significant bit to the least …
A novel approximate adder design using error reduced carry prediction and constant truncation
This paper proposes a novel approximate adder that exploits an error-reduced carry
prediction and constant truncation with error reduction schemes. The proposed adder …
prediction and constant truncation with error reduction schemes. The proposed adder …
Design and analysis of an approximate adder with hybrid error reduction
This paper presents an energy-efficient approximate adder with a novel hybrid error
reduction scheme to significantly improve the computation accuracy at the cost of extremely …
reduction scheme to significantly improve the computation accuracy at the cost of extremely …