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Oscillatory Rhythms in a Model Network of Excitatory and Inhibitory Neurons
- Lee, Euiwoo;
- Terman, David
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3초록
Oscillatory rhythms are investigated in a model network where a pair of excitatory neurons interact via an inhibitory neuron. Each individual neuron is modeled as a relaxation oscillator, and a slow/fast decomposition process reduces the problem of a stable oscillatory rhythm to the problem of a stable fixed point of a map. Further reduction of the map is made by finding an invariant manifold. A detailed analysis of the reduced map reveals how different types of stable oscillatory rhythms arise, depending on the intrinsic properties of the individual neurons and the synaptic time constant.
키워드
neural network; excitatory neuron; inhibitory neuron; oscillatory rhythm; relaxation oscillator; invariant manifold; SPIKING NEURONS; IN-PHASE; DYNAMICS; ANTIPHASE; SYNCHRONIZATION; STABILITY; STATES
- 제목
- Oscillatory Rhythms in a Model Network of Excitatory and Inhibitory Neurons
- 저자
- Lee, Euiwoo; Terman, David
- 발행일
- 2019-02
- 유형
- Article
- 권
- 18
- 호
- 1
- 페이지
- 354 ~ 392