A Neuromorphic VLSI Circuit for Spike-Based Random Sampling.
Chen-Han ChienShih-Chii LiuAndreas SteimerPublished in: IEEE Trans. Emerg. Top. Comput. (2018)
Keyphrases
- random sampling
- high speed
- vlsi circuits
- power dissipation
- active learning
- chip design
- gate array
- neuronal networks
- sampling algorithm
- sample size
- sampling procedure
- low power
- adaptive sampling
- sliding window
- random projections
- circuit design
- signal processing
- power consumption
- sampling methods
- random samples
- random sample
- spiking neurons
- stratified sampling
- query by committee
- reservoir sampling
- learning algorithm
- logic circuits
- supervised learning
- robust estimator
- cost sensitive