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Signal decoders

Circuit explained: How does a transformer perform compositional generalization

Cheng Tang, Brenden Lake, Mehrdad Jazayeri

published 04 Feb 2026

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Dual contrastive learning-based reconstruction for anomaly detection in attributed networks

Hossein Rafieizadeh, Hadi Zare, Mohsen Ghassemi Parsa, Hocine Cherifi

published 24 Nov 2025

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Conditional VAE for personalized neurofeedback in cognitive training

Imad Eddine Tibermacine, Samuele Russo, Gianmarco Scarano, Giancarlo Tedesco, Abdelaziz Rabehi, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa M. Eid, El-Sayed M. El-kenawy, Christian Napoli

published 31 Oct 2025

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Automatic modulation classification method using fixed K-means algorithm for feature clustering processing

Li Yuan, Yang Chen

published 14 Oct 2025

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FocusGate-Net: A dual-attention guided MLP-convolution hybrid network for accurate and efficient medical image segmentation

Şafak Kılıç

published 25 Sep 2025

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A syllable-character collaborative model for enhanced Pinyin and Chinese recognition

Zeyuan Chen, Cheng Zhong, Danyang Chen

published 07 Jul 2025

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Simultaneous optimized orthogonal matching pursuit with application to ECG compression

Laura Rebollo-Neira

published 11 Jun 2025

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Deep learning-based improved side-channel attacks using data denoising and feature fusion

Hai Huang, Jinming Wu, Xinling Tang, Shilei Zhao, Zhiwei Liu, Bin Yu

published 09 Apr 2025

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Semi-supervised emotion-driven music generation model based on category-dispersed Gaussian Mixture Variational Autoencoders

Zihao Ning, Xiao Han, Jie Pan

published 30 Dec 2024

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MAGT-toll: A multi-agent reinforcement learning approach to dynamic traffic congestion pricing

Jiaming Lu, Chuanyang Hong, Rui Wang

published 18 Nov 2024

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Exploring unsupervised feature extraction of IMU-based gait data in stroke rehabilitation using a variational autoencoder

Richard Felius, Michiel Punt, Marieke Geerars, Natasja Wouda, Rins Rutgers, Sjoerd Bruijn, Sina David, Jaap van Dieën

published 04 Oct 2024

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Implementing a multi-cycle datapath with Liquid Marbles

Sandro Erba, Luca Cavenaghi, Claudio Zandron

published 20 Aug 2024

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Single trial Bayesian inference by population vector readout in the barn owl’s sound localization system

Brian J. Fischer, Keanu Shadron, Roland Ferger, José L. Peña

published 21 May 2024

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