SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks.
Gokul KrishnanSumit K. MandalManvitha PannalaChaitali ChakrabartiJae-Sun SeoÜmit Y. OgrasYu CaoPublished in: ACM Trans. Embed. Comput. Syst. (2021)
Keyphrases
- neural network
- auto associative
- limited memory
- low memory
- associative memory
- memory usage
- memory requirements
- memory space
- d mesh
- lightweight
- network architecture
- artificial neural networks
- statistical analysis and data mining
- neural nets
- multilayer perceptron
- back propagation
- computing power
- pattern recognition
- fuzzy logic
- neural network model
- fuzzy systems
- genetic algorithm
- main memory
- highly scalable
- delaunay triangulation
- data sets
- global exponential stability
- triangle mesh
- recurrent neural networks
- radial basis function
- fault diagnosis
- multi view
- data structure
- three dimensional