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32 results for “LMPrida”
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@LMPrida shares an inspiring perspective in @thetransmitter on how #neuron subtypes may control large-scale #NeuralPopulation activity, from #manifolds to #ripples:
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@LMPrida shares an inspiring perspective in @thetransmitter on how #neuron subtypes may control large-scale #NeuralPopulation activity, from #manifolds to #ripples:
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@LMPrida shares an inspiring perspective in @thetransmitter on how #neuron subtypes may control large-scale #NeuralPopulation activity, from #manifolds to #ripples:
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@LMPrida shares an inspiring perspective in @thetransmitter on how #neuron subtypes may control large-scale #NeuralPopulation activity, from #manifolds to #ripples:
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@LMPrida shares an inspiring perspective in @thetransmitter on how #neuron subtypes may control large-scale #NeuralPopulation activity, from #manifolds to #ripples:
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@LMPrida @perpl_lab @acnavasolive @saman @cogneurophys 🥳so happy this is out! I wasn’t sure how the ML models would perform, given the frequency shift in monkey (and human) SWRs, and the larger post-ripple wave compared to those in mice. But, a few models rose to the top straightaway and performed even better with modest “top up” training! 📈Now I’m curious how the #opensource toolbox will perform on human hippocampal data. ……..➡️👩🔬both senior authors and one lead author were #womenInSTEM working across two continents, and the original multi-model testing was formulated as a hackathon that included #diverserepresentation ! #neuroai #ann #cnn #neuroscience #hippocampus #HippocampalReplay #internationalwomensday
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@elduvelle @LMPrida @biorxivpreprint @cogneurophys I’m stoked that it worked out so well! The assessment followed closely the methods in Navas-Olive CNN paper https://elifesciences.org/articles/77772 using F1 (balanced accuracy) to reflect both precision and recall (i.e. sensitivity). So both FN and FPs count against the score, equally. The human raters were around .7 and the monkey data started at ~.5 and reached ~.6 (same as mouse levels!) after retraining. A pleasant surprise, given visible differences in the SWR phenotype between rodent and primate clades!
I think Andrea will post more details soon, but meanwhile, some relevant keywords for interested folks (can you think of others we should use?)
#neuroscience #MemoryReplay #learningandmemory #hippocampus #ripples #SWR #replay #cnn #lstm #openscience #hackathon #oscillations
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📚 New article by Esparza et al. and @LMPrida : Cell-type-specific #manifold analysis discloses independent parallel #SpatialMaps in #hippocampal #CA1. Using #miniscope imaging, they show deep and superficial CA1 #PyramidalNeurons encode position and running direction via distinct ring manifolds, manipulable via #chemogenetics. Fascinating for revealing parallel, cell-type–specific spatial topologies 👌
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📚 New article by Esparza et al. and @LMPrida : Cell-type-specific #manifold analysis discloses independent parallel #SpatialMaps in #hippocampal #CA1. Using #miniscope imaging, they show deep and superficial CA1 #PyramidalNeurons encode position and running direction via distinct ring manifolds, manipulable via #chemogenetics. Fascinating for revealing parallel, cell-type–specific spatial topologies 👌
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📚 New article by Esparza et al. and @LMPrida : Cell-type-specific #manifold analysis discloses independent parallel #SpatialMaps in #hippocampal #CA1. Using #miniscope imaging, they show deep and superficial CA1 #PyramidalNeurons encode position and running direction via distinct ring manifolds, manipulable via #chemogenetics. Fascinating for revealing parallel, cell-type–specific spatial topologies 👌
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📚 New article by Esparza et al. and @LMPrida : Cell-type-specific #manifold analysis discloses independent parallel #SpatialMaps in #hippocampal #CA1. Using #miniscope imaging, they show deep and superficial CA1 #PyramidalNeurons encode position and running direction via distinct ring manifolds, manipulable via #chemogenetics. Fascinating for revealing parallel, cell-type–specific spatial topologies 👌
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📚 New article by Esparza et al. and @LMPrida : Cell-type-specific #manifold analysis discloses independent parallel #SpatialMaps in #hippocampal #CA1. Using #miniscope imaging, they show deep and superficial CA1 #PyramidalNeurons encode position and running direction via distinct ring manifolds, manipulable via #chemogenetics. Fascinating for revealing parallel, cell-type–specific spatial topologies 👌
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Now published in BrainStruct&Func !! Our immunohistochemical parcellation of human hippocampal fields DG, CA3, #CA2 & CA1 all along the head, body and tail. Includes stereo coordinates as templates for MRI segmentation. A collab with Carmen Cavada https://link.springer.com/article/10.1007/s00429-023-02725-9
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Come to see our poster tomorrow #SfN2023 nov13th am. Imaging and neural population strategies to investigate sublayer coordination of CA1 hippocampal representations
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Come to see our poster tomorrow #SfN2023 nov13th am. Imaging and neural population strategies to investigate sublayer coordination of CA1 hippocampal representations
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Come to see our poster tomorrow #SfN2023 nov13th am. Imaging and neural population strategies to investigate sublayer coordination of CA1 hippocampal representations
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Come to see our poster tomorrow #SfN2023 nov13th am. Imaging and neural population strategies to investigate sublayer coordination of CA1 hippocampal representations
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Come to see our poster tomorrow #SfN2023 nov13th am. Imaging and neural population strategies to investigate sublayer coordination of CA1 hippocampal representations
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New 📝 in @cellpress #cancercell! Together with Valiente Lab we look at the electrophysiological signatures of 🧠 metastasis, using multi-electrode recordings and #MachineLearning . By Alberto Sanchez-Aguilera, Mariam Masmudi @acnavasolive & many others👉🏼 📝 https://www.sciencedirect.com/science/article/pii/S1535610823002507 👇🏼🧵
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Our new @biorxivpreprint preprint 📝 is out!! https://www.biorxiv.org/content/10.1101/2023.07.02.547382v1 by Andrea Navas-Olive and Adrian Rubio. 👉🏼An opensource ML toolbox for sharp-wave ripple detection https://github.com/PridaLab/rippl-AI Trained with 🐭 data and applied to 🙊 in collaboration with @karihoffman and Sam Abbaspoor #DeepCode
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Our new @biorxivpreprint preprint 📝 is out!! https://www.biorxiv.org/content/10.1101/2023.07.02.547382v1 by Andrea Navas-Olive and Adrian Rubio. 👉🏼An opensource ML toolbox for sharp-wave ripple detection https://github.com/PridaLab/rippl-AI Trained with 🐭 data and applied to 🙊 in collaboration with @karihoffman and Sam Abbaspoor #DeepCode
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Our new @biorxivpreprint preprint 📝 is out!! https://www.biorxiv.org/content/10.1101/2023.07.02.547382v1 by Andrea Navas-Olive and Adrian Rubio. 👉🏼An opensource ML toolbox for sharp-wave ripple detection https://github.com/PridaLab/rippl-AI Trained with 🐭 data and applied to 🙊 in collaboration with @karihoffman and Sam Abbaspoor #DeepCode
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Our new @biorxivpreprint preprint 📝 is out!! https://www.biorxiv.org/content/10.1101/2023.07.02.547382v1 by Andrea Navas-Olive and Adrian Rubio. 👉🏼An opensource ML toolbox for sharp-wave ripple detection https://github.com/PridaLab/rippl-AI Trained with 🐭 data and applied to 🙊 in collaboration with @karihoffman and Sam Abbaspoor #DeepCode
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Our new @biorxivpreprint preprint 📝 is out!! https://www.biorxiv.org/content/10.1101/2023.07.02.547382v1 by Andrea Navas-Olive and Adrian Rubio. 👉🏼An opensource ML toolbox for sharp-wave ripple detection https://github.com/PridaLab/rippl-AI Trained with 🐭 data and applied to 🙊 in collaboration with @karihoffman and Sam Abbaspoor #DeepCode
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Heading to the #SpringHippocampal to meet colleagues and friends who are passionate about the hippocampus! Looking forward to talk about our work with @Julio_EI and @JuanPQuinta on neuronal representations. #DeepCode project #caixaresearch
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Heading to the #SpringHippocampal to meet colleagues and friends who are passionate about the hippocampus! Looking forward to talk about our work with @Julio_EI and @JuanPQuinta on neuronal representations. #DeepCode project #caixaresearch
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Heading to the #SpringHippocampal to meet colleagues and friends who are passionate about the hippocampus! Looking forward to talk about our work with @Julio_EI and @JuanPQuinta on neuronal representations. #DeepCode project #caixaresearch
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Heading to the #SpringHippocampal to meet colleagues and friends who are passionate about the hippocampus! Looking forward to talk about our work with @Julio_EI and @JuanPQuinta on neuronal representations. #DeepCode project #caixaresearch
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Heading to the #SpringHippocampal to meet colleagues and friends who are passionate about the hippocampus! Looking forward to talk about our work with @Julio_EI and @JuanPQuinta on neuronal representations. #DeepCode project #caixaresearch