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Wisam Reid's Projects

spikeinterface icon spikeinterface

A Python-based module for creating flexible and robust spike sorting pipelines.

spikesorters icon spikesorters

Python-based module with spike sorter wrappers and a simple API for running them.

ssm icon ssm

Bayesian learning and inference for state space models

stego icon stego

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

stneuronet icon stneuronet

Software for the paper "Fast and robust active neuron segmentation in two-photon calcium imaging using spatio-temporal deep learning," Proceedings of the National Academy of Sciences (PNAS), 2019.

stochastic-resonance icon stochastic-resonance

Emergence of stochastic resonance in a two-compartment hippocampal pyramidal neuron model

suite2p icon suite2p

cell detection in calcium imaging recordings

svae icon svae

code for Structured Variational Autoencoders

syconn icon syconn

Toolkit for the generation and analysis of volume eletron microscopy based synaptic connectomes of brain tissue.

tensorflow2-generative-models icon tensorflow2-generative-models

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

tensorpack icon tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tf-serving icon tf-serving

A flexible, high-performance serving system for machine learning models

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

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