Intrinsic Plasticity Based Inference Acceleration for Spiking Multi-Layer Perceptron

Intrinsic plasticity (IP) mechanism was originally found in the biological neuron as a membrane potential adaptive tuning scheme, which was used to change the connection strength between neurons, so that animal brain had the ability to learn or store memory. Recently, in the field of artificial neur...

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Bibliographic Details
Main Authors: Shuxun Zhang, Anguo Zhang, Yupeng Ma, Wei Zhu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8704284/