Table 4.
Overview of ANNs and Their Use of Plasticity in the Works Cited in This Review
Plasticity Rule | Hardware Platform | |
---|---|---|
Bouton et al., 2016 | ∗ | ¶ |
Collinger et al., 2013 | † | ¶ |
Hampson et al., 2018 | † | ¶ |
Keren and Marom, 2014 | † | ¶ |
DeMarse et al., 2001 | † | ¶ |
Tessadori et al., 2012 | † | ¶ |
Joucla et al., 2016 | ∗ | ǁ |
Buccelli et al., 2019 | ∗ | ǁ |
Mosbacher et al., 2020 | ∗ | ǁ |
Ambroise et al., 2013 | ∗ | ǁ |
Khoyratee et al., 2019 | ∗ | ǁ |
Levi et al., 2018 | ‡ | ǁ |
Keren et al., 2019 | ∗ | ∗∗ |
Nurse et al., 2016 | † | ∗∗ |
Hogri et al., 2015 | ‡ | †† |
Corradi and Indiveri, 2015 | ‡ | †† |
Serb et al., 2020 | § | †† |
Berger et al., 2012 | † | †† |
Hampson et al., 2012 | † | †† |
Learning Rules: ∗Spike based STP; †Traditional Optimization Methods; ‡Hebbian Learning; §Rate-Based; Hardware Platforms: ¶Conventional Computer; ǁFPGA; ∗∗Digital ASIC; ††Analog/Mixed-Signal ASIC.