TY - JOUR
T1 - Shortcuts to Edge-of-Chaos Domains of Memristive Circuits and Historic Measurement of Contiguous Triple-Branch v - I Curve of Chua Corsage Memristor
AU - Jin, Peipei
AU - Liang, Yan
AU - Wang, Guangyi
AU - Chen, Long
AU - Iu, Herbert Ho Ching
AU - Chua, Leon O.
N1 - Funding Information:
The work was supported by the National Natural Science Foundation of China under Grants 62171173 and 61771176, by the Zhejiang Provincial Natural Science Foundation of China under Grant LY20F010008, and by China Scholarship Council under CSC No. 202108330371. The work of L. Chua was supported by USA under Grant FA 9550-18-1-0016. The author would like to thank X. Renshaw Wang from Nanyang Technological University for his review of this paper.
Publisher Copyright:
© 2022 World Scientific Publishing Company.
PY - 2022/12/15
Y1 - 2022/12/15
N2 - Locally-active memristors blessed with an edge-of-chaos domain, which can be destabilized for generating action potentials, are natural candidates for emulating biological neurons. Pinpointing the edge-of-chaos domain, where neuromorphic behaviors may occur, is important for studying neuromorphic dynamics of memristors. This paper proposes a short-cut method for locating the edge-of-chaos domains in two kinds of generic memristors, and in several typical memristive 1-port circuits using only the Jacobian matrix in terms of their equations. Taking the Chua Corsage Memristor (CCM) and several CCM-based memristive 1-port circuits as examples, we verify the proposed new methods, and calculates their edge-of-chaos domains. Also, we carry out a complete classification of all the parameter regions of the CCM and several CCM-based memristive 1-port circuits, namely the locally-passive, locally-active but unstable, and edge-of-chaos domains, under both voltage and frequency control. Near the calculated edge-of-chaos domain, we uncover some new neuromorphic behaviors. To confirm the physical interpretations and predictions of the edge-of-chaos theorem, this paper presents an inexpensive electronic circuit realization of the complete set of equations defining the CCM using only off-the-shelf circuit components. When this poor-man's memristor is connected to various linear passive R, L, C circuits, and a battery, the resulting circuit can be tuned to generate action potentials, and a garden variety of neuromorphic phenomena, including chaos. But the highlight of this paper is reserved for the CCM itself where the world's first oscilloscope picture of a contiguous self-intersecting triple-branch DC V-I curve of the CCM is displayed in real time.
AB - Locally-active memristors blessed with an edge-of-chaos domain, which can be destabilized for generating action potentials, are natural candidates for emulating biological neurons. Pinpointing the edge-of-chaos domain, where neuromorphic behaviors may occur, is important for studying neuromorphic dynamics of memristors. This paper proposes a short-cut method for locating the edge-of-chaos domains in two kinds of generic memristors, and in several typical memristive 1-port circuits using only the Jacobian matrix in terms of their equations. Taking the Chua Corsage Memristor (CCM) and several CCM-based memristive 1-port circuits as examples, we verify the proposed new methods, and calculates their edge-of-chaos domains. Also, we carry out a complete classification of all the parameter regions of the CCM and several CCM-based memristive 1-port circuits, namely the locally-passive, locally-active but unstable, and edge-of-chaos domains, under both voltage and frequency control. Near the calculated edge-of-chaos domain, we uncover some new neuromorphic behaviors. To confirm the physical interpretations and predictions of the edge-of-chaos theorem, this paper presents an inexpensive electronic circuit realization of the complete set of equations defining the CCM using only off-the-shelf circuit components. When this poor-man's memristor is connected to various linear passive R, L, C circuits, and a battery, the resulting circuit can be tuned to generate action potentials, and a garden variety of neuromorphic phenomena, including chaos. But the highlight of this paper is reserved for the CCM itself where the world's first oscilloscope picture of a contiguous self-intersecting triple-branch DC V-I curve of the CCM is displayed in real time.
KW - action potential
KW - Chua Corsage Memristor
KW - edge-of-chaos
KW - locally active property
KW - neuromorphic dynamics
KW - triple-branch DC V - I curve
UR - https://www.scopus.com/pages/publications/85144818635
U2 - 10.1142/S021812742230035X
DO - 10.1142/S021812742230035X
M3 - Article
AN - SCOPUS:85144818635
SN - 0218-1274
VL - 32
JO - International Journal of Bifurcation and Chaos
JF - International Journal of Bifurcation and Chaos
IS - 15
M1 - 2230035
ER -