Title
Implementation Of Linear Filters In The Spike Domain
Abstract
This paper proposes a model and algorithm to compute the time encoded output of a linear filter directly from the time encoded input. The time encoding machine considered in this study is the integrate-and-fire neuron model. The proposed direct encoding approach is much faster than the indirect approach, involving simulating the filter output and subsequent encoding. A numerical simulation study is used to illustrate the approach.
Year
Venue
Keywords
2015
2015 EUROPEAN CONTROL CONFERENCE (ECC)
prediction algorithms,decoding,encoding,computational modeling
Field
DocType
Citations 
Biological neuron model,Computer simulation,Linear filter,Computer science,Algorithm,Theoretical computer science,Prediction algorithms,Decoding methods,Signal processing algorithms,Encoding (memory)
Conference
0
PageRank 
References 
Authors
0.34
4
2
Name
Order
Citations
PageRank
dorian florescu111.36
Daniel Coca210620.12