19 skills found
BrutPitt / GlChAoS.P3D GPUs Strange Attractors and Hypercomplex Fractals explorer - up to 256 Million particles in RealTime
ispamm / MHyEEGOfficial PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)
eleGAN23 / HyperNetsHypercomplex Neural Networks with PyTorch
bayer-science-for-a-better-life / Phc GnnImplementation of the Paper: "Parameterized Hypercomplex Graph Neural Networks for Graph Classification" by Tuan Le, Marco Bertolini, Frank Noé and Djork-Arné Clevert
discretegames / HypercomplexA Python library for working with arbitrary-dimension hypercomplex numbers following the Cayley-Dickson construction of algebras.
Joris-JW / Quaternion Convolutional Neural NetworksQuaternion Convolutional Neural Networks: A novel approach that extends traditional convolutional neural networks by introducing quaternions, a hypercomplex number system. The proposed method outperforms traditional CNNs on several image classification tasks while maintaining a similar number of parameters.
demegire / Parameterization Of Hypercomplex MultiplicationsThis is a reproduction of the paper 'Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters' by Ege Demir and Mehmet Barutçu
astonzhang / Parameterization Of Hypercomplex MultiplicationsImplementation for the PHM paper at ICLR'21
agerasev / HcomplexLightweight complex and hypercomplex algebra library
leibniz-future-lab / HypercomplexECGEfficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks
mevalle / Hypercomplex Valued Convolutional Neural NetworksNo description available
dice-group / Convolutional Hypercomplex Embeddings For Link PredictionNo description available
Haosen-Zhang / HyperKron MRI ReconOfficial PyTorch implementation of 'Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach', leveraging Kronecker-based hypercomplex neural networks for efficient MRI reconstruction. Achieves high-quality MRI reconstruction with significantly fewer parameters, suitable for resource-constrained clinical settings.
ZihaoWang / Hypercomplex KG EmbeddingNo description available
SDS-Lab / Awesome Hypercomplex Neural NetworksA list of awesome papers and cool resources on hypercomplex neural networks.
ogeagla / Clj HypercomplexA library for hypercomplex algebras in Clojure
mevalle / Hypercomplex Valued Recurrent Correlation Neural NetworksSource-codes and examples of hypercomplex-valued recurrent correlation neural networks
rkycia / HypercomplexKerasExtends Keras library for layers using hypercomplex algebras.
Maksasj / HypercomplexSimmple single-header library written in C++, intended for simple way to interact with hypercomplex numbers
