ParsaOmidi's repositories
active_dendrites
Numenta's active dendrites neuron model extended to convolutional networks
Brain-Cog
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its ev
dimensions
Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
DirectRandomTargetProjection
PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct feedback alignment (DFA), and direct random target projection (DRTP).
EscVM_YT
EscVM YouTube Channel Repository. Start from Notebooks ⬅️
htmpapers
Numenta published papers code and data
keras-lmu
Keras implementation of Legendre Memory Units
lava
A Software Framework for Neuromorphic Computing
machine_learning_examples
A collection of machine learning examples and tutorials.
MVCNN
Multi-view dual attention network for 3D object recognition (Neural Computing and Applications, 2021)
parsaomidi.github.io
Personal blog
PATLAB
PATLAB: a graphical computational software package for photoacoustic computed tomography research
PhaseWare
Phase map retrieval for fringe projection profilometry and off-axis digital holographic interferometry
polarization-conversion-metasurface
polarization conversion metasurface
snn-encoder-tools
Data encoders
SpikeGPT
Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"
spikformer
ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer
spikingburstprop
Auryn-based simulation of multiplexing and burst-dependent plasticity
spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
Spiral
A python package for spiking neural network simulation using PyTorch on CUDA or CPU.
SpykeTorch-Extended
An extension to the SpykeTorch framework for coding SNNs with several new spiking neuron models.
ultimate-volleyball
3D RL Volleyball environment built on Unity ML-Agents