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IEEE Signal Processing Magazine cover

IEEE Signal Processing Magazine

IF9.6
Papers10538
Citations17316
Journal Papers 10775
Publication Date
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Bio-Inspired Artificial Neural Networks Based on Predictive Coding [Lecture Notes]
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deleteDavide Casnici; Charlotte Frenkel; Justin Dauwels
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Missing Data in Signal Processing and Machine Learning: Models, methods, and modern approaches
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deleteAlexandre Hippert-Ferrer; Aude Sportisse; Amirhossein Javaheri; Mohammed Nabil El Korso; Daniel P. Palomar
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From Discovery to Deployment: Building Bridges Across the Signal Processing Community [From the Editor]
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deleteTülay Adali
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Simple Trick: Leveraging Certain Symmetrical Polynomials With All Zeros on the Unit Circle to Enhance Alias Rejection in Comb Decimation Filters [Tips & Tricks]
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deleteGordana Jovanovic Dolecek
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Election of Regional Directors-at-Large and Members-at-Large [Society News]
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deleteAhmed Tewfik
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deleteMiguel Heredia Conde; Corina Nafornita; Shannon-Morgan Steele; Bariscan Yonel; Venkata Veerendranadh Chebrolu; H. Brian Sequeira; Peter Vouras
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Adding Reconfiguration Capabilities to the Cascaded Integrator-Comb (CIC) Decimation Architecture [Tips & Tricks]
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deleteDavid Ernesto Troncoso Romero; Miriam Guadalupe Cruz Jiménez; Juan Irving Vasquez-Gomez; Massimiliano Laddomada; Uwe Meyer-Baese
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Demystifying CNNs: The Role of Domain Knowledge in Enhancing Interpretability and Efficiency [Lecture Notes]
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deleteHuijun Xing; Shengxi Li; Xinyi Zhao; Harry J. Davies; Ljubiša Stanković; Danilo P. Mandic
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An AI Teaching Assistant for Motion Picture Engineering [SP Education]
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deleteDeirdre O’Regan; Anil C. Kokaram
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SS-OCT Image Analysis: Highlights from the IEEE VIP Cup 2024 Student Competition [Competitions]
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deleteFarnaz Sedighin; Azhar Zam; Mahnoosh Tajmirriahi; Arsham Hamidi; Mohammadreza Ommani; Parisa Ghaderi Daneshmand; Angshul Majumdar; Alireza Dehghani; Mansooreh Ezhei; Hossein Rabbani
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The IEEE Signal Processing Society’s Leading Role in Developing Standards for Computational Imaging and Sensing: Part II [SP Applications]
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deleteAndreas Bathelt; Benjamin J. B. Deutschmann; Hyeon Seok Rou; Kuranage Roche Rayan Ranasinghe; Giuseppe Thadeu Freitas de Abreu; Peter Vouras
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On the Convergence, Implicit Bias, and Edge of Stability of Gradient Descent in Deep Learning: Reviewing recent progress [Special Issue on the Mathematics of Deep Learning]
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deleteHancheng Min; Lachlan Ewen MacDonald; René Vidal
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Computational Nonsmooth Analysis: Modern applications and recent developments [Special Issue on the Mathematics of Deep Learning]
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deleteLai Tian; Anthony Man-Cho So
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Sequence Modeling Architectures: Foundations [Special Issue on the Mathematics of Deep Learning]
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deleteFelix Sarnthein; Arshia Afzal; Razvan Pascanu; Antonio Orvieto; Caglar Gulcehre; Jonas Geiping; Francesco Tonin; Albert Gu; Volkan Cevher
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Unveiling Hidden Convexity in Deep Learning: A sparse signal processing perspective [Special Issue on the Mathematics of Deep Learning]
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deleteEmi Zeger; Mert Pilanci
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Training Neural Networks at Any Scale: An exposition
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deleteThomas Pethick; Kimon Antonakopoulos; Antonio Silveti-Falls; Leena Chennuru Vankadara; Volkan Cevher
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Guest Editorial for Part 2 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors]
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deleteLaura Balzano; Joan Bruna Estrach; Gitta Kutyniok; Robert Nowak; Jong Chul Ye
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An Overview of Low-Rank Structures in the Training and Adaptation of Large Models: From Implicit Low-Dimensionality to Efficient Training and Fine-Tuning [Special Issue on the Mathematics of Deep Learning]
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deleteLaura Balzano; Tianjiao Ding; Benjamin D. Haeffele; Soo Min Kwon; Qing Qu; Peng Wang; Zhangyang Wang; Can Yaras
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Aligning Large Language Models With Human Feedback: Mathematical foundations and algorithm design [Special Issue on the Mathematics of Deep Learning]
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deleteSiliang Zeng; Luca Viano; Chenliang Li; Jiaxiang Li; Markus Wulfmeier; Stefano Ermon; Alfredo Garcia; Mingyi Hong
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Spectral Graph Theory: The mathematics of self-supervised learning [Special Issue on the Mathematics of Deep Learning]
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deleteRandall Balestriero; Yann LeCun
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