AIMC Topic: Synaptic Potentials

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Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks.

IEEE transactions on neural networks and learning systems May 2, 2022
Spiking neural networks (SNNs) use spatiotemporal spike patterns to represent and transmit information, which are not only biologically realistic but also suitable for ultralow-power event-driven neuromorphic implementation. Just like other deep lear...
Neural Networks, Computer Algorithms Neuronal Plasticity Neurons Synaptic Potentials
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Small-worldness favours network inference in synthetic neural networks.

Scientific reports Feb 10, 2020
A main goal in the analysis of a complex system is to infer its underlying network structure from time-series observations of its behaviour. The inference process is often done by using bi-variate similarity measures, such as the cross-correlation (C...
Neural Networks, Computer Animals Models, Neurological Neurons Nerve Net Caenorhabditis elegans Synaptic Potentials
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SynGO: An Evidence-Based, Expert-Curated Knowledge Base for the Synapse.

Neuron Jun 3, 2019
Synapses are fundamental information-processing units of the brain, and synaptic dysregulation is central to many brain disorders ("synaptopathies"). However, systematic annotation of synaptic genes and ontology of synaptic processes are currently la...
Humans Software Brain Animals Proteomics Databases, Genetic Knowledge Bases Synapses Gene Ontology Synaptosomes Synaptic Potentials
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Using Gene Ontology to describe the role of the neurexin-neuroligin-SHANK complex in human, mouse and rat and its relevance to autism.

BMC bioinformatics Jun 6, 2015
BACKGROUND: People with an autistic spectrum disorder (ASD) display a variety of characteristic behavioral traits, including impaired social interaction, communication difficulties and repetitive behavior. This complex neurodevelopment disorder is kn...
Humans Phenotype Animals Mice Genomics Rats Nerve Tissue Proteins Models, Molecular High-Throughput Nucleotide Sequencing Synapses Autistic Disorder Gene Ontology Genome Calcium-Binding Proteins Social Behavior Membrane Potentials Cell Physiological Phenomena Cell Adhesion Molecules, Neuronal Neural Cell Adhesion Molecules Synaptic Potentials
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