Circuit implementation of on-chip trainable spiking neural network using CMOS based memristive STDP synapses and LIF neurons.
Sahibia Kaur VohraSherin A. ThomasMahendra SakareDevarshi Mrinal DasPublished in: Integr. (2024)
Keyphrases
- spiking neural networks
- circuit design
- cmos technology
- analog vlsi
- biologically inspired
- high speed
- spiking neurons
- synaptic plasticity
- feed forward
- low power
- cerebellar model
- learning rules
- biologically plausible
- hebbian learning
- artificial neural networks
- liquid state machine
- low cost
- neural network
- neuron model
- chip design
- micron cmos
- motor control
- training algorithm
- image sensor
- low voltage
- visual cortex
- power consumption
- biological systems
- ultra low power
- network architecture
- nm technology
- radial basis function
- genetic algorithm