ARTICLE
|
doi:10.20944/preprints202311.0309.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Spiking Neural Networks; Neural Encoding; Complex Exponential Neuron; FPGA Implementation
Online: 6 November 2023 (10:36:27 CET)
ARTICLE
|
doi:10.20944/preprints202405.1627.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
event camera; eye tracking; spiking neuron network
Online: 24 May 2024 (10:11:28 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0083.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
SAR image classification; Spiking Neural Network(SNN); unsupervised learning
Online: 2 February 2021 (10:35:38 CET)
REVIEW
|
doi:10.20944/preprints202104.0202.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Spiking Neural Network (SNN); Biological Inspiration; Deep Learning; Neuromorphic Computing
Online: 7 April 2021 (12:13:16 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1107.v1
Subject:
Computer Science And Mathematics,
Hardware And Architecture
Keywords:
Neuromorphic Processing; Spiking Neural Networks; FPGA; On-Edge Computing.
Online: 20 February 2024 (07:08:13 CET)
ARTICLE
|
doi:10.20944/preprints202301.0502.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
working memory; STDP; short-term plasticity; spiking neural network; flexible cluster formation
Online: 27 January 2023 (10:32:08 CET)
ARTICLE
|
doi:10.20944/preprints202401.2165.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
convolutional Spiking Neural Network; STDP fine-tune; facial expression recognition; sparsity; computational efficiency
Online: 31 January 2024 (05:48:50 CET)
ARTICLE
|
doi:10.20944/preprints202409.2330.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
EEG classification; Neuromorphic computing; Spiking neural network; Spike-continuous-time-neuron; Features extraction; Frequency analysis
Online: 29 September 2024 (16:24:32 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1647.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
spiking neural network; logistic functions, fixed weights; random weights; classification; feature extraction
Online: 27 November 2023 (04:52:18 CET)
BRIEF REPORT
|
doi:10.20944/preprints202408.0704.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
spiking neural networks; adaptability; noise
Online: 9 August 2024 (10:28:12 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0475.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
MOSFET; Gate dielectrics; Interface dipole; Neuromorphic; Spiking neural network
Online: 5 January 2024 (14:33:18 CET)
ARTICLE
|
doi:10.20944/preprints202405.1824.v1
Subject:
Computer Science And Mathematics,
Hardware And Architecture
Keywords:
spiking neural networks; analog computing; memristor; crossbar arrays; signal processing
Online: 28 May 2024 (08:50:23 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1318.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Spiking Neural Network; Information Loss; Soft Reset; Quantization Error; Membrane Potential rectificater
Online: 18 December 2023 (10:01:47 CET)
ARTICLE
|
doi:10.20944/preprints202407.2153.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
convolutional spiking neural network; STDP fine-tune; facial expression recognition; sparsity; computational efficiency
Online: 26 July 2024 (13:22:17 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1245.v1
Subject:
Engineering,
Bioengineering
Keywords:
neuromorphic sensors; force sensing resistors; spiking neurons; shape memory alloy; anthropomorphic finger control
Online: 18 April 2024 (14:14:57 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0998.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
human activity recognition; neuromorphic computing; spiking neural network; convolutional neural network; federated learning
Online: 17 October 2023 (08:15:25 CEST)
REVIEW
|
doi:10.20944/preprints202211.0332.v1
Subject:
Biology And Life Sciences,
Neuroscience And Neurology
Keywords:
spikes; asynchronous computing; neurobiology; computational neuroscience; neuromorphic engineering; heterogeneous delays; spiking motifs; polychronization.)
Online: 17 November 2022 (09:57:13 CET)
ARTICLE
|
doi:10.20944/preprints202311.1718.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
spiking neural networks; neuromorphic computing; STDP; memristive plasticity; sparse connectivity; sound classification; image classification
Online: 27 November 2023 (16:13:33 CET)
ARTICLE
|
doi:10.20944/preprints202308.0333.v1
Subject:
Engineering,
Bioengineering
Keywords:
spatio-temporal associative memory; STAM; neuroimaging data; spiking neural networks; NeuCube; EEG; fMRI; neuroimage classification
Online: 3 August 2023 (10:46:24 CEST)
REVIEW
|
doi:10.20944/preprints202407.0130.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Neuromorphic Computing Architecture; Neuromorphic Computing Learning; Spiking Neural Networks; Non-Von Neumann Computer, Brain-Inspired Chip
Online: 1 July 2024 (17:55:18 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0011.v1
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
tefluthrin; telmisartan; KB-R7943; voltage-gated Na+ current; gating kinetics; subthreshold oscillation; high-frequency spiking; bifurcation analysis
Online: 2 September 2024 (08:44:54 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2253.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Epilepsy; Seizure Prediction; Preictal; Federated Learning (FL); Spiking Encoder; Graph Convolutional Neural Network (GCNN); Patient-specific Personalization
Online: 30 June 2023 (14:48:14 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0843.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Quantum Reinforcement Learning; Quantum Neural Networks; Quantum Spiking Neural Network; Quantum Long Short-Term Memory; Brain-inspired models.
Online: 18 March 2024 (10:24:38 CET)
ARTICLE
|
doi:10.20944/preprints202206.0076.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Smart Energy Grids; Critical Infrastructure Protection; Artificial Immune System; Izhikevich Spiking Neural Networks; Clonal Selection Algorithm; Transfer Learning; Ensemble Learning
Online: 6 June 2022 (09:14:03 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0362.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Cognitive Computing; Deep Learning; Intelligent Cognitive Assistants (ICA); Neuromorphic System-on-a-Chip (NeuSoC); NVRAM; RRAM; Spiking Neural Networks (SNNs).
Online: 6 September 2018 (10:53:42 CEST)
REVIEW
|
doi:10.20944/preprints202304.0648.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
optimization methods; physics-informed neural networks; spiking neural networks; quantum neural networks; graph neural networks; information geometry; quasi-Newton methods; approximation; quantum computations; gradient free optimization; fractional order optimization; bilevel optimization
Online: 20 April 2023 (10:12:27 CEST)