Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0111 · Feb 202219922001200920172026
1 result for “Attention-BiGRU”
A Prospective Approach for Human-to-Human Interaction Recognition from Wi-Fi Channel Data using Attention Bidirectional Gated Recurrent Neural Network with GUI Application Implementationcs.LG

Deep learning model classifies concurrent human interactions from WiFi data with high accuracy.

problem Classifying concurrent human interactions from WiFi data with high accuracy.
method Attention-BiGRU deep learning model using Multiple Input Multiple Output radio link.
result Maximum benchmark accuracy of 94% for a single subject-pair, 88% for ten subject pairs.
Human Activity RecognitionWiFi Channel DataAttention-BiGRUDeep LearningConcurrent Interactions
2022-02-16abs ↗pdf ↗