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BAI Research's Projects

aeannpt icon aeannpt

Autoencoder generated artificial neural network (AEANN) for PyTorch - experimental

aeanntf icon aeanntf

Autoencoder generated artificial neural network (AEANN) for TensorFlow - experimental

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Additive-Multiplicative artificial neural network (AMANN) for TensorFlow - experimental

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Artificial Neural Network

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Artificial neural net (ANN) for TensorFlow - various architectures (ANN/FBANN/BAANN) - experimental

arc-swift icon arc-swift

Implementation of "Arc-swift: A Novel Transition System for Dependency Parsing"

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Axis Transformation Natural Language Processing (ATNLP) for TensorFlow - experimental

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Axis Transformation Object Recognition

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Axis Transformation Object Recognition (ATOR) for PyTorch - experimental implementations including receptive field feature/poly detection, parallel processed geometric hashing, end-to-end neural model. Classification of normalised snapshots (transformed patches) via ViT

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Axis Transformation Object Recognition (ATOR) for TensorFlow - experimental implementation based on elliptical receptive fields

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Code Folder (online view only)

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Code Structure Viewer

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TensorFlow documentation

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Excitatory/Inhibitory neuron artificial neural network (EIANN) for PyTorch - experimental

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Excitatory/Inhibitory neuron artificial neural network (EIANN) for TensorFlow - experimental

gcnn icon gcnn

Pytorch implementation of Dauphin et al. (2016) "Language Modeling with Gated Convolutional Networks"

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General Intelligence Algorithm

greedy_infomax icon greedy_infomax

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

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Hopfield Natural Language Processing (HFNLP) for Python - experimental

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Language Model (BERT) to Semantic Network (triplet relations) extraction - experimental

liannpt icon liannpt

Local Inhibitory artificial neural network (LIANN) for PyTorch - softmax artificial neural network (SMANN) - experimental

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Local Inhibition artificial neural network (LIANN) for TensorFlow - experimental

librivoxraw icon librivoxraw

Raw LibriVox audio data transcription using WhisperX

localconnectome icon localconnectome

Structural/functional interrogation/visualisation of various connectome datasets (H01, LDC, ADC, CEC)

lreannpt icon lreannpt

Learning Rule Experiment artificial neural network (LREANN) for PyTorch - experimental

lreanntf icon lreanntf

Learning Rule Experiment artificial neural network (LREANN) for TensorFlow - experimental

lrp icon lrp

Language Reduction Preprocessor

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