H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations

no code implementations • 5 Apr 2024 • Zishen Wan, Che-Kai Liu, Mohamed Ibrahim, Hanchen Yang, Samuel Spetalnick, Tushar Krishna, Arijit Raychowdhury

Disentangling attributes of various sensory signals is central to human-like perception and reasoning and a critical task for higher-order cognitive and neuro-symbolic AI systems.

Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI

no code implementations • 2 Jan 2024 • Zishen Wan, Che-Kai Liu, Hanchen Yang, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Tushar Krishna, Yingyan Lin, Arijit Raychowdhury

The remarkable advancements in artificial intelligence (AI), primarily driven by deep neural networks, have significantly impacted various aspects of our lives.

Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies, and Opportunities

no code implementations • 20 Jul 2023 • Hanchen Yang, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou, Jiannong Cao

Compared with typical ST data (e. g., traffic data), ST ocean data is more complicated but with unique characteristics, e. g., diverse regionality and high sparsity.

Anomaly Detection Event Detection