Towards Cognitive AI Systems: Workload and Characterization of Neuro-Symbolic AI

Zishen Wan,Che-Kai Liu,Hanchen Yang,Ritik Raj,Chaojian Li,Haoran You,Yonggan Fu,Cheng Wan,Ananda Samajdar,Yingyan Celine Lin,Tushar Krishna,Arijit Raychowdhury

IEEE International Symposium on Performance Analysis of Systems and Software（2024）

Cited 0|Views6

Key words

Cognitive System,Artificial Intelligence Systems,Neural Network,Inefficient,Scalable,Deep Neural Network,Boolean Logic,Remarkable Advances,Computational Operations,Architectural Perspective,Neural Model,Fuzzy Logic,Load Data,Logic Model,Probable Reason,Description Of Algorithm,Graph Neural Networks,Logical Reasoning,Fluid Intelligence,Cache Hit,Tensor Operations,Probabilistic Representation,First-order Logic,Energy-based Model,Monte Carlo Tree Search,Kernel Computation,System Bottlenecks,Program Logic,L2 Cache

AI Read Science

Must-Reading Tree

Example

Generate MRT to find the research sequence of this paper

Chat Paper

Summary is being generated by the instructions you defined