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spiking neuron

36 papers

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Co-occurring keywords

spiking neural network (331) neural network (6616) synaptic plasticity (41) neuromorphic computing (95) dynamical system (398) recurrent neural network (1790) synaptic learning (4) spike-timing-dependent plasticity (12) neural encoding (50) reinforcement learning (4352)

Papers

SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models ACL 2026
S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026
BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025
Provable local learning rule by expert aggregation for a Hawkes network AISTATS 2024
Addressing the speed-accuracy simulation trade-off for adaptive spiking neurons NIPS 2023
Short-Term Plasticity Neurons Learning to Learn and Forget ICML 2022
Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 2019
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons AAAI 2019
Multisensory Encoding, Decoding, and Identification NIPS 2013
Perfect Associative Learning with Spike-Timing-Dependent Plasticity NIPS 2013
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA NIPS 2012
Towards a learning-theoretic analysis of spike-timing dependent plasticity NIPS 2012
Empirical models of spiking in neural populations NIPS 2011
Information Rates and Optimal Decoding in Large Neural Populations NIPS 2011
A Novel Kernel for Learning a Neuron Model from Spike Train Data NIPS 2010
Fractionally Predictive Spiking Neurons NIPS 2010
Identifying Dendritic Processing NIPS 2010
SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system NIPS 2010
STDP enables spiking neurons to detect hidden causes of their inputs NIPS 2009
Code-specific policy gradient rules for spiking neurons NIPS 2009
Neural Implementation of Hierarchical Bayesian Inference by Importance Sampling NIPS 2009
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NIPS 2008
Self-organization using synaptic plasticity NIPS 2008
Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons NIPS 2008
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NIPS 2008