Complete Matlab pipeline for large scale calcium imaging data analysis
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Jul 4, 2023 - MATLAB
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spike-inference
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N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.
machine-learning deep-neural-networks deep-learning neural-network artificial-intelligence deep-learning-library spike-inference
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Jul 3, 2024 - C
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
python machine-learning deep-neural-networks deep-learning regression torch pytorch classification spiking-neural-networks spike-time-dependent-plasticity predictive-modeling neuromorphic hebbian-learning spike-inference neuromorphic-computing spike-detection biological-neural-networks
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Sep 28, 2022 - Jupyter Notebook
Code for submission of Speiser et al to spike-finder-challenge 2017
lasagne theano deep-learning neuroscience recurrent-neural-networks convolutional-neural-networks calcium-imaging spike-inference spikes action-potentials cnns rnns neurophysiology 2photon
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Dec 21, 2017 - Jupyter Notebook
Spike inference algorithm using frequency-domain FRI framework
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Jun 6, 2021 - Jupyter Notebook
Testing procedures for Super-Resolution, i.e. testing spikes from low frequency measurements.
testing statistics statistical-learning inference statistical-tests spike-deconvolution spike-inference superresolution spacings gaussian-process-regression spike-detection lasso-variants
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May 5, 2022 - Jupyter Notebook
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