Keyphrases
- vc dimension
- spiking neurons
- vapnik chervonenkis dimension
- upper bound
- vapnik chervonenkis
- covering numbers
- sample complexity
- lower bound
- generalization bounds
- distribution free
- sample size
- concept classes
- spiking neural networks
- biologically plausible
- inductive inference
- uniform convergence
- feed forward
- spike trains
- compression scheme
- worst case
- function classes
- neural network
- euclidean space
- data dependent
- biologically inspired
- theoretical analysis
- feature space