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Kerem Kurban's Projects

brayns icon brayns

Visualizer for large-scale and interactive ray-tracing of neurons

cns-2023-tutorial icon cns-2023-tutorial

A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks

combinational-bnn icon combinational-bnn

System Verilog code describing a fully combinational binarized neural network.

deep-belief-network icon deep-belief-network

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

izhikevichabc icon izhikevichabc

An example Izhikevic neuron model implemented in SpineML, with an Ipython Notebook to explore it

mmn_project icon mmn_project

Project for mathematical methods for neuroscience , 2023, EPFL

morb icon morb

Modular Restricted Boltzmann Machine (RBM) implementation using Theano

morphoclass icon morphoclass

Neuronal morphology preparation and classification using Machine Learning.

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