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Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity.

, , , , , , , and . Neuromorph. Comput. Eng., 3 (1): 14001 (March 2023)

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Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential., , , , , , , , , and . CoRR, (2022)AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators., , , , , and . CoRR, (2020)Analog programming of CMOS-compatible Al2O3/TiO2-x memristor at 4.2 K after metal-insulator transition suppression by cryogenic reforming., , , , , , and . CoRR, (2023)A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction., , , , , , , , and . CoRR, (2023)Readout Circuit Implemented on PCB-Level for Embedded CNT Sensors., , , , and . I2MTC, page 1-6. IEEE, (2020)A manufacturable process for single electron charge detection, a step towards quantum computing., , , and . ESSDERC, page 337-340. IEEE, (2016)Room temperature double gate single electron transistor based standard cell library., , , , and . NANOARCH, page 146-151. ACM, (2012)Observation of Highly Nonlinear Resistive Switching of Al2O3/TiO2-x Memristors at Cryogenic Temperature (1.5 K)., , , , , and . CoRR, (2019)Fractal Analysis in Electron Microscopy., and . Fractals in the Natural and Applied Sciences, volume A-41 of IFIP Transactions, page 129-137. North-Holland, (1993)In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives., , , , , , , , and . Adv. Intell. Syst., 2 (11): 2000115 (2020)