Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda
simple neural network library in ANSI C c neural-network genetic-algorithm ansi tiny neural-networks artificial-neural-networks neurons ann backpropagation hidden-layers neural Updated Jun 26, 2024 C coreylowman / dfdx Sponsor Star 1.8k Code Issues Pull requests Deep learning in Rust, with ...
Our cell detection algorithm steps (implemented using the image processing toolbox in MATLAB, R2017; function names in italic) were as follows: (1) background subtraction using morphological top-hat filter imtophat (structural element: “disk,” size: 4); (2) binarization by imbinarize using a...
Peaks at 60 Hz due to noise were removed from spectra using MATLAB’s fillgaps function prior to fitting the spectral trend. The FOOOF algorithm provides two options for the background trend, \(A/{f}^{\beta }\) or \(A/(k+{f}^{\beta })\). Here, we wanted a biophysically ...
While FAST needs a large amount of data to be run in an optimal way15, our algorithm still works with a few number of samples. This work shows that learning a representation of the seismic data in order to cluster seismic events in continuous waveforms is a challenging task that can be ...
MATLAB versions R2014a, R2016b and R2017a MathWorks RRID: SCR_001622 Kilosort https://github.com/cortex-lab/Kilosort N/A WaveSurfer HHMI Janelia Research Campus http://wavesurfer.janelia.org Ephus Suter et al., 2010; Vidrio Technologies http://scanimage.vidriotechnologies.com/display/ephus/Ep...
beta- defines the invariant learning rate (see thearticle). The value '0' corresponds to the standard backpropagation algorithm. Default is 0. shift- defines the shift in the Adversarial Training algorithm (see thearticle). The value '0' corresponds to the standard backpropagation algorithm. Def...
implemented - Back Projection, Graz Consensus and Gauss Newton Methods using the pyEIT toolbox -pyEIT. Each has many parameters which can be adjusted to get better results. It's also possible to create 3D meshes with this software in a similar manner to EIDORS(a matlab based EIT software ...
A novel feedforward hybrid active sound quality control algorithm for both narrowband and broadband sound-profiling Applied Acoustics, Volume 180, 2021, Article 108095 Wan Chen,…, Jian Shen Theory of hierarchically organized neuronal oscillator dynamics that mediate rodent rhythmic whisking Neuron, Volume...
The critical contribution of PFC activity to set-shifting may be mediated by a number of output pathways, but two PFC projection targets of particular interest are the projection to ventromedial striatum (PFC-VMS) and to the mediodorsalthalamus(PFC-MDT). In rodents, both target structures have ...