Vol. 1 No. 2 (2023)

Articles

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  Incremental Learning and Adaptive Model Optimization for Autonomous Driving in Dynamic Environments

  Jisoo Park, Minho Kim, Soyeon Lee

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• Towards Lifelong Knowledge Retention with Adaptive Memory Consolidation for Dynamic AI Systems

  Muhammad Rahman, Dewi Santoso

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• Neuromorphic Continual Learning Architecture for Energy-Efficient Edge Intelligence in IoT Systems

  Ahmad Faizal bin Zainudin, Nur Aisyah binti Rosli, Weisheng Lim

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• Memory Efficient Knowledge Updates in Continual Learning Frameworks

  Abdullah Saleh Al-Qahtani, Fatimah Nasser Al-Harbi, Yazeed Fahad Al-Mutairi

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• A Continual Learning Framework for Energy Demand Forecasting in Smart Grids under Dynamic Consumption Patterns

  Emily Grace Thompson, Daniel Wei Chen, Sophie Isabelle Moreau

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• Design of a Low-power Edge Hardware Architecture for Adaptive Incremental Learning in Dynamic Environments

  Liang Zhao, Meilin Wang

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• Adaptive Learning Architectures for Evolving Data Streams: Challenges and Advances

  Claire Élodie Martin, Hugo Alexandre Lefèvre, Camille Renée Dubois

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