Feature Extraction of Neuron Group Composed of Two Different Firing Patterns Using Nonlinear Analysis
- Resource Type
- Conference
- Authors
- Uwate, Yoko; Nishio, Yoshifumi
- Source
- 2023 20th International SoC Design Conference (ISOCC) SoC Design Conference (ISOCC), 2023 20th International. :199-200 Oct, 2023
- Subject
- Components, Circuits, Devices and Systems
Visualization
Firing
Neurons
Time series analysis
Feature extraction
neuronal activity
nonlinear time-series analysis
- Language
- ISSN
- 2472-9655
In our previous work, feature visualization using nonlinear analysis has been proposed for time series of spike firing rates of neuronal activity. In this study, we investigate the neuronal activity of two mixed types of neurons: regular spiking and chattering. We investigate the effects of an increased rate of the number of chattering neurons.