IEEE Signal Processing Magazine
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Rapture of the Deep: Highs and lows of sparsity in a world of depths
Abstract: Promoting sparsity in deep networks is a natural way to control their complexity, and it is a timely endeavor since practical neural model…
Read moreContinual Learning Through the Lens of Adaptive Filtering: A mathematical tutorial
Abstract: Continual learning refers to the problem of learning multiple tasks presented sequentially to the learner without forgetting previously…
Read moreJanuary 2026
Perspectives: Transcending Reductionism and Dualism: Philosophical Critique of Electronics and a Vision for Brain-Mimicking Artificial Intelligence Under Moore’s Law 2.0
Abstract: This article argues that the quest for brain-mimicking artificial intelligence is no longer limited by algorithms or transistor counts, but…
Read moreDeploying AI for Signal Processing Education: Selected Challenges and Intriguing Opportunities
Abstract: Powerful artificial intelligence (AI) tools that have emerged in recent years—including large language models (LLMs), automated coding…
Read moreFrom the Guest Editors: Artificial Intelligence for Education: A Signal Processing Perspective: Part II: From Human–AI Cocreativity to Educational Equity
Signal processing (SP) is at the heart of our digital lives and has served as an enabling technology across multiple disciplines, from the…
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