Risultati della ricerca - decoding ((algorithmics OR algorithmics) OR (algorithm OR (algorithm OR algorithmicsicsics)))

Accelerating the Tesseract Decoder for Quantum Error Correction di Grbic, Dragana, Beni, Laleh Aghababaie, Shutty, Noah

Sommario: “... Most-Likely-Error (MLE) decoder for QEC that employs the A* search algorithm to explore...”
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Iterative Decoding of Stabilizer Codes under Radiation-Induced Correlated Noise di Nayak, Anuj K., Baity, Paul G., Love, Peter J., Jeon, Nicholas, Yoon, Byung-Jun, Hoisie, Adolfy, Varshney, Lav R.

Sommario: “... noise statistics and the priors assumed by standard decoders, and consequently, degraded logical...”
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Advances in brain computer interface for amyotrophic lateral sclerosis communication di Yuchun Wang, Yurui Tang, Qianfeng Wang, Minyan Ge, Jinling Wang, Xinyi Cui, Nianhong Wang, Zhijun Bao, Shugeng Chen, Jing Wang, Shumao Xu

Sommario: “... high‐resolution neural signals from motor, premotor, and somatosensory cortices with decoding...”
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Soft-output (SO) GRAND and Iterative Decoding to Outperform LDPCs di Yuan, Peihong, Medard, Muriel, Galligan, Kevin, Duffy, Ken R.

Sommario: “... be efficiently and accurately decoded with guessing random additive noise decoding (GRAND). Performance...”
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Minimum-Weight Parity Factor Decoder for Quantum Error Correction di Wu, Yue, Li, Binghong, Chang, Kathleen, Puri, Shruti, Zhong, Lin

Sommario: “...Fast and accurate quantum error correction (QEC) decoding is crucial for scalable fault-tolerant...”
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Degeneracy Cutting: A Local and Efficient Post-Processing for Belief Propagation Decoding of Quantum Low-Density Parity-Check Codes di Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Sommario: “... decoding accuracy. For real-time decoding, the post-processing algorithm is desirable to have a small...”
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FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface di Mane, Ravikiran, Chew, Effie, Chua, Karen, Ang, Kai Keng, Robinson, Neethu, Vinod, A. P., Lee, Seong-Whan, Guan, Cuntai

Sommario: “... by Motor Imagery (MI) decoding algorithms for electroencephalogram (EEG) based Brain-Computer Interface...”
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TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data di Garg, Isha, Nagaraj, Manish, Roy, Kaushik

Sommario: “... and privacy, we propose TOFU, a novel algorithm which generates proxy data that encodes the weight updates...”
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Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments di Ghatak, Gourab

Sommario: “... propose a novel algorithm called concurrent beam exploration, CBE, in which multiple beams are grouped...”
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Masked Transformer for Electrocardiogram Classification di Zhou, Ya, Diao, Xiaolin, Huo, Yanni, Liu, Yang, Fan, Xiaohan, Zhao, Wei

Sommario: “.... With the advent of advanced algorithms, various deep learning models have been adopted for ECG tasks. However...”
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Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis di Bonazzi, Pietro, Li, Yawei, Bian, Sizhen, Magno, Michele

Sommario: “... present "Q-Segment", a quantized real-time segmentation algorithm, and conduct a comprehensive evaluation...”
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JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models di Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Sommario: “..., a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle...”
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Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making di Wan, Hanxi, Li, Pei, Kusari, Arpan

Sommario: “... in AVs. Therefore, in this research work, we try to decode the knowledge learnt by the attention-based...”
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LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale di Cho, Jaehong, Kim, Minsu, Choi, Hyunmin, Heo, Guseul, Park, Jongse

Sommario: “... (LLM) inference serving systems. These efforts not only include innovations in the algorithm...”
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A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization di Brenner, Aron, Khorramfar, Rahman, Sun, Jennifer, Amin, Saurabh

Sommario: “.... In this work, we introduce AGRO, a solution algorithm that performs adversarial generation for two-stage...”
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MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification di Autthasan, Phairot, Chaisaen, Rattanaphon, Phan, Huy, De Vos, Maarten, Wilaiprasitporn, Theerawit

Sommario: “...-computer interface (BCI) systems, enhancing the decoding of electroencephalography (EEG) signals. However...”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference di Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Sommario: “..., MUXs, decoders, etc.). For the first time, this paper employs an algorithm-hardware co-design...”
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A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network di Rico, Julian Carvajal, Alaeddini, Adel, Faruqui, Syed Hasib Akhter, Fisher-Hoch, Susan P, Mccormick, Joseph B

Sommario: “... decoder, are then processed by a GNN using a novel Laplacian regularization technique to refine the graph...”
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Deep Transfer Learning-based Detection for Flash Memory Channels di Mei, Zhen, Cai, Kui, Shi, Long, Li, Jun, Chen, Li, Immink, Kees A. Schouhamer

Sommario: “...) algorithm for flash memory channel detection. It can effectively reduce the training data size from $10^6...”
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AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding di Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Sommario: “...Auditory attention decoding (AAD) is the process of identifying the attended speech in a multi...”
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