Amygdala is open-source software for simulating spiking neural networks (SNNs). Spiking neural networks are a very specific sort of “artificial brain” which has shown particular promise in recent scientific research. SNNs have very useful applications in artificial intelligence (AI) and pattern recognition.
Modular toolkit for Data Processing (MDP) is a Python library to perform data processing. Already implemented algorithms include: Principal Component Analysis (PCA), Independent Component Analysis (ICA), Slow Feature Analysis (SFA), and Growing Neural Gas (GNG)
Plasticity Neural coding Biometrics CPG Neuroimaging neuroprosthetics Trajectories tCS neuroethics TMS transcranial direct current stimulation Brain-inspired Computing Deep Brain Stimulation Neuro-inspired Computing Sparse neurons LFP Noise Wavelets Machine Learning Computational Neuroscience neural recordings Information Theory Dimensionality Reduction Modelling Neural Networks Clustering Statistical Analysis Neurophysiology Spike Sorting Brain Interfaces Brain Research