A memristor-based circuit design of avoidance learning with time delay and its application

Bao B, Hu J, Bao H, Xu Q, Chen M (2024) Memristor-coupled dual-neuron mapping model: initials-induced coexisting firing patterns and synchronization activities. Cogn Neurodyn 18(2):539–555

Article  PubMed  Google Scholar 

Bolles RC, Grossen NE (1970) Function of the CS in shuttle-box avoidance learning by rats. J Comp Physiol Psychol 70(1p1):165

Article  CAS  PubMed  Google Scholar 

Chua L (1971) Memristor-the missing circuit element. IEEE Trans Circuit Theory 18(5):507–519

Article  Google Scholar 

Dou G, Guo W, Kong L, Sun J, Guo M, Wen S (2024) Operant conditioning neuromorphic circuit with addictiveness and time memory for automatic learning. IEEE Trans Biomed Circuits Syst. https://doi.org/10.1109/TBCAS.2024.3388673

Article  PubMed  Google Scholar 

Du S, Deng Q, Hong Q, Wang C (2021) A memristor-based circuit design of Pavlov associative memory with secondary conditional reflex and its application. Neurocomputing 463:341–354

Article  Google Scholar 

Fu J, Liao Z, Liu J, Smith SC, Wang J (2021) Memristor-based variation-enabled differentially private learning systems for edge computing in IoT. IEEE Internet Things J 8(12):9672–9682. https://doi.org/10.1109/JIOT.2020.3023623

Article  Google Scholar 

Guo M, Kong L, Dou G, Iu HH-C (2024) Neuromorphic circuit of classical and operant conditioning based on tunable neural circuitry motifs. IEEE Trans Circuits Syst I Regul Pap. https://doi.org/10.1109/TCSI.2024.3431588

Article  Google Scholar 

Guo M, Zhang D, Guo W, Dou G, Sun J (2024) Implementing brain-like fear generalization and emotional arousal associated with memory. IEEE Trans Cogn Dev Syst 45:1–12. https://doi.org/10.1109/TCDS.2024.3425845

Article  Google Scholar 

Gupta RK, Choudhry MS, Saxena V, Taran S (2024) A single MOS-memristor emulator circuit. Circuits Syst Signal Process 43(1):54–73

Article  Google Scholar 

Hong Q, Yan R, Wang C, Sun J (2020) Memristive circuit implementation of biological nonassociative learning mechanism and its applications. IEEE Trans Biomed Circuits Syst 14(5):1036–1050. https://doi.org/10.1109/TBCAS.2020.3018777

Article  PubMed  Google Scholar 

Hong Q, Yang L, Du S, Li Y (2022) Memristive recurrent neural network circuit for fast solving equality-constrained quadratic programming with parallel operation. IEEE Internet Things J 9(23):24560–24571. https://doi.org/10.1109/JIOT.2022.3189407

Article  Google Scholar 

Ismail M, Rasheed M, Mahata C, Kang M, Kim S (2023) Mimicking biological synapses with a-HFSIOx-based memristor: implications for artificial intelligence and memory applications. Nano Converg 10(1):33

Article  CAS  PubMed  PubMed Central  Google Scholar 

Kanagaraj S, Durairaj P, Karthikeyan A, Rajagopal K (2024) Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events. Cognit Neurodyn 1–10

Kumar A, Bawa S (2020) A comparative review of meta-heuristic approaches to optimize the SLA violation costs for dynamic execution of cloud services. Soft Comput 24(6):3909–3922

Article  Google Scholar 

Li H, Li C, Du J (2023) Discretized locally active memristor and application in logarithmic map. Nonlinear Dyn 111(3):2895–2915

Article  Google Scholar 

Mineka S (1979) The role of fear in theories of avoidance learning, flooding, and extinction. Psychol Bull 86(5):985–1010

Article  Google Scholar 

Mostafa S, Amer FZ, ElKhatib RI, Mohamed M, ElKhatib A (2024) memristors modelling and simulation for digital to analog converter circuit. Russ Microlectron 53(2):188–195

Article  Google Scholar 

Skinner FB (1951) How to teach animals. Sci Am 185(6):26–29

Article  Google Scholar 

Staddon JE, Cerutti DT (2003) Operant conditioning. Annu Rev Psychol 54:115

Article  CAS  PubMed  Google Scholar 

Sun J, Wang Y, Liu P, Wen S, Wang Y (2023) Memristor-based neural network circuit with multimode generalization and differentiation on Pavlov associative memory. IEEE Trans Cybern 53(5):3351–3362. https://doi.org/10.1109/TCYB.2022.3200751

Article  PubMed  Google Scholar 

Sun J, Wang Y, Liu P, Wen S (2023) Memristor-based circuit design of pad emotional space and its application in mood congruity. IEEE Internet Things J. https://doi.org/10.1109/JIOT.2023.3267778

Article  Google Scholar 

Sun J, Li C, Wang Y, Wang Z (2024) Dynamic analysis of FN-HR neural network coupled of bistable memristor and encryption application based on fibonacci q-matrix. Cognit Neurodyn 25:1–18

CAS  Google Scholar 

Wang Z, Wang X (2018) A novel memristor-based circuit implementation of full-function pavlov associative memory accorded with biological feature. IEEE Trans Circuits Syst I Regul Pap 65(7):2210–2220. https://doi.org/10.1109/TCSI.2017.2780826

Article  Google Scholar 

Wang Z, Wang X, Lu Z, Wu W, Zeng Z (2020) The design of memristive circuit for affective multi-associative learning. IEEE Trans Biomed Circuits Syst 14(2):173–185

Article  PubMed  Google Scholar 

Wang Z, Wang X, Lu Z, Wu W, Zeng Z (2020) The design of memristive circuit for affective multi-associative learning. IEEE Trans Biomed Circuits Syst 14(2):173–185

Article  PubMed  Google Scholar 

Wang Z, Wang X, Zeng Z (2021) Memristive circuit design of brain-like emotional learning and generation. IEEE Trans Cybern 53(1):222–235

Article  Google Scholar 

Wen S, Xie X, Yan Z, Huang T, Zeng Z (2018) General memristor with applications in multilayer neural networks. Neural Netw 103:142–149

Article  PubMed  Google Scholar 

Xie Y, Ye Z, Li X, Wang X, Jia Y (2024) A novel memristive neuron model and its energy characteristics. Cogn Neurodyn 42:1–13

CAS  Google Scholar 

Zhang Y, Wang X, Li Y, Friedman EG (2016) Memristive model for synaptic circuits. IEEE Trans Circuits Syst II Express Briefs 64(7):767–771

Google Scholar 

Zhang Y, Li Y, Wang X, Friedman EG (2017) Synaptic characteristics of Ag/AgInSbTe/Ta-based memristor for pattern recognition applications. IEEE Trans Electron Devices 64(4):1806–1811

Article  Google Scholar 

Zhang Y, Lv J, Zeng Z (2022) The framework and memristive circuit design for multisensory mutual associative memory networks. IEEE Trans Cybern. https://doi.org/10.1109/TCYB.2022.3227161

Article  PubMed  Google Scholar 

Zhou W, Wen S, Liu Y, Liu L, Liu X, Chen L (2023) Forgetting memristor based STDP learning circuit for neural networks. Neural Netw 158:293–304. https://doi.org/10.1016/j.neunet.2022.11.023

Article  PubMed  Google Scholar 

Zhou H, Li S, Ang K-W, Zhang Y-W (2024) Recent advances in in-memory computing: exploring memristor and memtransistor arrays with 2D materials. Nano-Micro Lett 16(1):121

Article  Google Scholar 

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