parsaomidi Goto Github PK

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

dendrites

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).

enabling_spikebased_backpropagation

escvm_yt

EscVM YouTube Channel Repository. Start from Notebooks ⬅️

htmpapers

Numenta published papers code and data

ktree-dendrite-nn

Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”

lava

A Software Framework for Neuromorphic Computing

lsnn-official

Long short-term memory Spiking Neural Networks

machine-vision-general

machine_learning_examples

A collection of machine learning examples and tutorials.

medical-imaging

multitask-snn

mvcnn

Multi-view dual attention network for 3D object recognition (Neural Computing and Applications, 2021）

nmnist-stdp-spinnaker

A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.

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

sdnn_python

snn-encoder-tools

Data encoders

spike-flownet

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.