Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles.
Biswadeep ChakrabortySaibal MukhopadhyayPublished in: ICLR (2023)
Keyphrases
- learning theory
- design principles
- instructional design
- computational learning theory
- spike trains
- machine learning
- design patterns
- semi supervised
- generalization bounds
- spiking neurons
- single neuron
- open source
- software systems
- feed forward
- supervised learning
- software engineering
- concept classes
- artificial intelligence
- databases
- automata theory