Voltage-dependent synaptic plasticity: unsupervised probabilistic hebbian plasticity rule based on neurons membrane potential

HIGHLIGHTS

• who: Nikhil Garg and Fabien Alibart from the Intel, United States Lab, Department of Electrical and Computer, University of Sherbrooke, Sherbrooke have published the article: Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential, in the Journal: (JOURNAL)
• what: The authors propose Voltage-Dependent Synaptic Plasticity (VDSP), an alternative approach to STDP that addresses these two limitations of STDP: VDSP does not require a fixed scale of spike time difference to update the weights significantly and can be easily integrated on inmemory computing hardware by preserving local computing. Remarkably, the . . .
  

   

  

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