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Bikram Acharya's Projects

brian_xor icon brian_xor

Solution to XOR problem using spiking neural networks. Currtently working on a liquid state machine and training with ReSuMe rule.

cloud-gpus icon cloud-gpus

This repository contains information about Cloud GPU offerings for Machine Learning practitioners.

conv_snn icon conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

normad icon normad

Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.

snn icon snn

This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.

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