A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP).
Valerio MiloGiacomo PedrettiRoberto CarboniAlessandro CalderoniNirmal RamaswamyStefano AmbrogioDaniele IelminiPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2018)
Keyphrases
- synaptic weights
- memory size
- learning rules
- high density
- spike trains
- floating gate
- neural network model
- artificial neural networks
- biologically plausible
- memory space
- memory requirements
- biologically inspired
- hybrid learning
- power consumption
- real time
- neural network
- main memory
- computing power
- random access
- cmos technology
- low power
- feed forward
- memory usage
- low cost
- markov chain
- data structure
- spiking neurons
- energy dissipation