Table 1 Benchmarking with state-of-the-art electronic neurons.
From: Leaky Integrate and Fire Neuron by Charge-Discharge Dynamics in Floating-Body MOSFET
References | Neuron Type | Synaptic Input Type | Device Type | Circuit Type | Tech. Node | Area (μm2) | Vth(V) | Energy/spike (pJ) |
|---|---|---|---|---|---|---|---|---|
Giacomo Indiveri et al.16 | LIF | Current | CMOS | Analog-Digital | 0.35 µm | 2573 (~21 × 103 F 2) | — | 900 |
Jayawan H.B. Wijekoon et al.17 | LIF | Current | CMOS | Analog | 0.35 µm | 2800 (~23 × 103 F 2) | — | 8.5–9 |
A. Joubert et al.5 | LIF | Current | CMOS | Digital | 65 nm | 538 (~127 × 103 F 2) | — | 41.3 |
Kibong Moon et al.18 | IF | Voltage | IMT | — | — | — | 1.3 | — |
Jaesung Park et al.19 | IF | Voltage | IMT | — | — | — | 1.6 | — |
Tomas Tuma et al.20 | IF | Voltage | Phase Change | Analog-Digital | 14 nm | 0.5–1 (2551–5102F 2) | >1 | 30 |
This work | LIF | Voltage | SOI MOSFET | Analog | 32 nm | 1.8 (1767F2) | 0.26 | 35 |
