bindsnet VS Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP

Compare bindsnet vs Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP and see what are their differences.

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch. (by BindsNET)
spiking-neural-networks gpu-computing Pytorch Machine Learning snn reinforcement-learning stdp Dynamic Neurons Simulation Synapse
Source Code
Suggest alternative
Edit details

Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough. (by guillaume-chevalier)
spiking-neural-networks Neurons
Source Code
guillaume-chevalier.com
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
bindsnet Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP
1 1
1,433 252
1.7% -
8.6 10.0
4 days ago over 1 year ago
Python Jupyter Notebook
GNU Affero General Public License v3.0 -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

bindsnet

Posts with mentions or reviews of bindsnet. We have used some of these posts to build our list of alternatives and similar projects.

Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP

Posts with mentions or reviews of Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-23.

What are some alternatives?

When comparing bindsnet and Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP you can also consider the following projects:

snntorch - Deep and online learning with spiking neural networks in Python

Spiking-Neural-Network - Pure python implementation of SNN

norse - Deep learning for spiking neural networks

Genann - simple neural network library in ANSI C

spikingjelly - SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

NeuroM - Neuronal Morphology Analysis Tool

norse - Deep learning with spiking neural networks (SNNs) in PyTorch.

Spiking-Neural-Networ

OpenWorm - Repository for the main Dockerfile with the OpenWorm software stack and project-wide issues

GenericNeuralNetwork - Generic Neural Network Python Library. Tested with an XOR example.

Sophysics2D

ALS_model - Amyotrophic Lateral Sclerosis (ALS) is a fatal neurodegenerative disease of the adult, characterized by degeneration of motor neurons in the spinal cord, brain stem and motor cortex. There is no bio-informatic model of ALS.

bindsnet vs snntorch Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP vs Spiking-Neural-Network bindsnet vs norse Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP vs Genann bindsnet vs spikingjelly Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP vs NeuroM bindsnet vs norse Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP vs Spiking-Neural-Networ bindsnet vs OpenWorm Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP vs GenericNeuralNetwork bindsnet vs Sophysics2D Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP vs ALS_model