High performance robust audio event recognition system based on FPGA platform
Sign Up to like & getrecommendations! Published in 2018 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2017.12.001
Abstract: Abstract Audio event recognition is applied in many novel application areas. Opposing the deep CNN, 1-max pooling CNN is a simple, but efficient CNN architecture for robust audio event recognition. This study proposes a parallel… read more here.
Keywords: event recognition; robust audio; audio event; max pooling ... See more keywords
Energy- and Area-Efficient CMOS Neuron and Max Pooling Circuit for RRAM-Based CNN Accelerators
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3568466
Abstract: This study proposes an energy- and area-efficient CMOS neuron and analog max pooling circuit for RRAM-based convolutional neural network (CNN) accelerators. The proposed max pooling circuit implements a $2\times 2$ max pooling operation with a… read more here.
Keywords: circuit; energy; max pooling; pooling circuit ... See more keywords
Leveraging Max-Pooling Aggregation and Enhanced Entity Embeddings for Few-Shot Knowledge Graph Completion
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DOI: 10.3390/math13213486
Abstract: Few-shot knowledge graph (KG) completion is challenged by the dynamic and long-tail nature of real-world KGs, where only a handful of relation-specific triples are available for each new relation. Existing methods often over-rely on neighbor… read more here.
Keywords: completion; max pooling; entity; shot knowledge ... See more keywords