POPPINS : A Population-Based Digital Spiking Neuromorphic Processor with Integer Quadratic Integrate-and-Fire Neurons.
Zuo-Wei YehChia-Hua HsuAlexander James WhiteChen-Fu YehWen-Chieh WuCheng-Te WangChung-Chuan LoKea-Tiong TangPublished in: CoRR (2022)
Keyphrases
- neuron model
- spike trains
- single neuron
- hodgkin huxley
- spiking neurons
- spiking neural networks
- learning rules
- hebbian learning
- neural models
- feed forward
- neural network
- pairwise
- bio inspired
- feed forward neural networks
- biologically plausible
- combinatorial optimization
- simulated annealing
- high speed
- objective function
- circuit design
- receptive fields
- recurrent neural networks
- parallel processing
- differential evolution
- synaptic plasticity
- integer arithmetic