ardeleanrichard Goto Github PK
Name: Ardelean Eugen-Richard
Type: User
Company: Technical University of Cluj-Napoca
Bio: PhD student at Technical University of Cluj-Napoca
Location: Cluj-Napoca, Romania
Ardelean Eugen-Richard's Projects
autoencoders-in-spike-sorting
A study of how autoencoders fare in the domain of Spike Sorting. Various autoencoder architectures have been tested.
burst-detection
Python implementation of neuronal burst detection algorithms
cfr
Python implementation of Corrected Fisher Randomization (CFR)
edging-distance
A path-based distance computation for non-convexity with applications in clustering and clustering performance evaluation
image-segmentation
Python implementation for image segmentation using CNNs in tensorflow
lgb
Python implementation of the Linde–Buzo–Gray (LGB) algorithm
pcnn
Python implementation of the Pulse Coupled Neural Network (PCNN)
perturbation
Python implementation of a data perturbation method to determine relevant features for NN learning
psychophysics
C# implementation of a staircase algorithm and the quest algorithm used to determine an individual's threshold for detecting a stimulus
som-exploit
Python implementation of exploiting SOMs for clustering
space-breakdown-method
Space Breakdown Method (SBM) is a clustering algorithm developed for Spike Sorting handling overlapping and imbalanced data. Improved Space Breakdown Method (ISBM) is the updated and improved version of SBM. A new algorithm for the detection of brain oscillations packets has been developed based on SBM, called Time-Frequency Breakdown Method (TFBM)
spike-cluster-score
Spike Cluster Score (SCS) is a clustering performance metric designed with the purpose of spike sorting in mind.
time-frequency-breakdown-method
The Time-Frequency Breakdown Method (TFBM) was developed for the detection of brain oscillations in time-frequency representations (such as spectrograms obtained from the Fourier Transform).
tme
Python implementation of Tensor Maximum Entropy (TME)
university-projects
Projects made during my university years
utcn-fa
Fundamental algorithms laboratory assignments.
utcn-pl
Logic Programming laboratories at the Technical University of Cluj-Napoca
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