Spike-Timing-Dependent Plasticity

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1 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Neuromorphic HardwareSpiking Neural NetworksBinary SpikesSynaptic Plasticity

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Period ending 2026-09-21

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13 papers

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  1. A Memristive Synapse for Online STDP Learning and Inference in SNNs

    Sep 14, 2026Elia Mateu-Barriendos, Álvaro Gómez-Pau, Daniel Arumí +2Spike-Timing-Dependent PlasticitySynaptic Plasticity

  2. Scalable Training of Continuous-Time Spiking Neural Networks with Differentiable Spike-Time Discretization

    Jul 16, 2026Yusuke Sakemi, Tomoya Takeuchi, Takeo Hosomi +1Spiking Neural NetworksSpike-Timing-Dependent Plasticity

  3. Visual Place Recognition Using Rate-Encoded Spiking Neural Networks with Discrete STDP Learning

    Jul 15, 2026Altzi Tsanko, Oikonomou Katerina Maria, Antonios GasteratosSpiking Neural NetworksSpike-Timing-Dependent Plasticity

  4. Design and Development of a Neuromorphic Silicon Suite: PVT Sensing, Stochastic LIF Inference, On-Chip STDP Learning, and Crossbar Programming

    Jun 21, 2026Poornima Kumaresan, Santhosh SivasubramaniNeuromorphic HardwareResistive Random Access Memory

  5. Soliton-like Waves in a Two-Dimensional Recurrent Spiking Neural Network with Weighted Spike-Timing-Dependent Plasticity

    Jun 19, 2026Ch. MeessenSpike-Timing-Dependent PlasticitySpiking Neural Networks

  6. ITP-STDP: A Hardware-Efficient Intrinsic-Timing Power-of-Two Synaptic Learning Engine for On-Chip SNNs

    Jun 4, 2026Haihang Xia, Xinyu Zhao, Xuecheng Wang +5Spiking Neural NetworksSpike-Timing-Dependent Plasticity

  7. Supervised Training Rapidly Degrades Early Visual Cortex Alignment Across Biologically Plausible Learning Rules

    May 28, 2026Nils LeuteneggerHuman Visual CortexSpike-Timing-Dependent Plasticity

  8. Cross-Species RSA Reveals Conserved Early Visual Alignment but Divergent Higher-Area Rankings Across Human fMRI and Macaque Electrophysiology

    May 21, 2026Nils LeuteneggerHuman Visual CortexSpike-Timing-Dependent Plasticity

  9. Brain-inspired spike-timing plasticity for reliable label-efficient event-camera vision

    May 17, 2026Mohamad Yazan Sadoun, Sarah Sharif, Yaser Mike BanadSpike-Timing-Dependent Plasticity

  10. Neuromorphic Graph Anomaly Detection via Adaptive STDP and Spiking Graph Neural Networks

    Apr 29, 2026Abdul Joseph Fofanah, Lian Wen, David Chen +2Generalist Graph Anomaly DetectionTemporal Graph Neural Networks

  11. Untrained CNNs Match Backpropagation at V1: A Systematic RSA Comparison of Four Learning Rules Against Human fMRI

    Apr 18, 2026Nils LeuteneggerHuman Visual CortexSpike-Timing-Dependent Plasticity

  12. Building Supervision into Hebbian Plasticity through Spike Agreement

    Jan 13, 2026Gouri Lakshmi S, Athira Chandrasekharan, Harshit Kumar +3Spike-Timing-Dependent PlasticityBinary Spikes

  13. Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method

    Jul 28, 2025Santlal Prajapati, Susmita Sur-Kolay, Soumyadeep DuttaSpiking Neural NetworksSpike-Timing-Dependent Plasticity