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. 2022 Dec 21;16:999029. doi: 10.3389/fnins.2022.999029

Table 1.

Summary of encoding techniques, taking into account their performances with respect to the type of input data.

Encoding class and technique Temporal data Spatial dataa
Very-Low frequency Middle frequency
Rate coding Poisson rate
Temporal coding Temporal contrast TBR
SF
MW
ZCSF
Filter and optimizer HSA
MHSA
BSA
Global referenced PHASE
TTFS
Latency/ISI BURST

A ✓indicates the technique is particularly suitable for the purpose, while −means the technique presents some disadvantages and ✗that it is not suitable for the purpose.aGuo et al. (2021) and Auge et al. (2021).