mcdermottLab / kelletal2018
Parameters for the neural network used in Kell, Yamins, Shook, Norman-Haignere, and McDermott. "A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy." Neuron, 2018.
☆42Updated 10 months ago
Alternatives and similar repositories for kelletal2018:
Users that are interested in kelletal2018 are comparing it to the libraries listed below
- BioSound and other Sound Signal Processing routines.☆30Updated 3 months ago
- tensorflow integration with mcdermottlab/pycochleagram☆18Updated 2 years ago
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆55Updated last year
- Tutorials to learn how to use BioSound (from soundsig)☆24Updated last year
- Code and data documenting this paper: "Distinct Cortical Pathways for Music and Speech Revealed by Hypothesis-Free Voxel Decomposition". …☆11Updated 2 years ago
- Dynamic Spectrotemporal Receptive Field (dSTRF) Analysis Toolbox☆17Updated 2 years ago
- a python3 version of matlab mTRF-Toolbox by Lalor Lab https://mtrfpy.readthedocs.io/☆25Updated 2 months ago
- A toolbox for decoding EEG/MEG/eCOG signals.☆14Updated 8 years ago
- MultiViewICA: Modeling shared sources☆29Updated 3 years ago
- Tools and functions for neural data processing and analysis in python☆25Updated 3 weeks ago
- Eelbrain pipeline to analyze public Alice EEG dataset☆26Updated 3 months ago
- This project propose a Python implementation for the IDyOM model made by Marcus Pearce.☆31Updated 2 weeks ago
- Translation of the mtrf-Toolbox for Matlab (see https://github.com/mickcrosse/mTRF-Toolbox).☆14Updated last year
- ☆35Updated last year
- A repository for tutorials to supplement the encoding model methods paper☆43Updated 6 years ago
- Pattern Component Modelling toolbox for multivariate analysis☆32Updated 3 weeks ago
- ☆70Updated 2 years ago
- ☆11Updated 7 years ago
- demo code for neural encoding analysis of speech perception using ECoG recordings☆15Updated last year
- Analysis code for speech intonation project☆14Updated 6 years ago
- cochleagram generation code in pytorch☆23Updated 3 weeks ago
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆28Updated 3 years ago
- A Unified Approach to MEG Source Analysis under the Continuous Stimuli Paradigm☆12Updated last month
- ☆12Updated 3 years ago
- Scripts to work with an intracranial EEG dataset of speech production.☆23Updated 2 months ago
- Comparison of auditory DNNs and human brain acitivity.☆12Updated last year
- ppm (R package) - Implements variants of the PPM statistical learning algorithm☆12Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- "Brian Hears" auditory modelling toolbox for the brian2 simulator☆25Updated 4 years ago
- Inner ear models for Python☆110Updated 8 months ago