norse | Deep learning for spiking neural networks | Machine Learning library

by electronicvisions Python Version: 0.0.1 License: LGPL-3.0

X-Ray Key Features Code Snippets(3)Community Discussions(5)Vulnerabilities Install Support

kandi X-RAY | norse Summary

norse is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. norse has no bugs, it has no vulnerabilities, it has build file available, it has a Weak Copyleft License and it has low support. You can download it from GitHub.

Norse presents plug-and-play components for deep learning with spiking neural networks. Here, we describe how to install Norse and start to apply it in your own work. Read more in our documentation.

Support

Quality

Security

License

Reuse

Support

norse has a low active ecosystem.

It has 22 star(s) with 4 fork(s). There are 10 watchers for this library.

It had no major release in the last 12 months.

There are 0 open issues and 1 have been closed. On average issues are closed in 17 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of norse is 0.0.1

Quality

norse has 0 bugs and 0 code smells.

Security

norse has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

norse code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

norse is licensed under the LGPL-3.0 License. This license is Weak Copyleft.

Weak Copyleft licenses have some restrictions, but you can use them in commercial projects.

Reuse

norse releases are available to install and integrate.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

It has 2124 lines of code, 117 functions and 37 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed norse and discovered the below as its top functions. This is intended to give you an instant insight into norse implemented functionality, and help decide if they suit your requirements.

Forward computation
Calculate the correlation tensor
Perform a correlation step
Add z to weights
Plots the effect of the given behavior
Implements feed - forward step
Prepare the dataset for training
Generate background noise
Plot scatter plot
Detaches a tensor
Plot a 2d histogram of spikes
Hook to hook for the mean statistic
Train the model
Calculates weights based on a linear update
Hook to hook to collect spike activity sum
Forward forward function
Hook for hook to hook the mean average
Hook for hook to collect the sum of the mean
Perform validation step
Run a test
Forward forward computation
Backward computation
Forward a single step
Plot a list of neurons
Plot a 3D heatmap
Perform a forward step

Get all kandi verified functions for this library.

norse Key Features

No Key Features are available at this moment for norse.

norse Examples and Code Snippets

2.3. Example: Spiking convolutional classifier

Python

Lines of Code : 19

License : Weak Copyleft (LGPL-3.0)

Copy

import torch, torch.nn as nn
from norse.torch import LICell             # Leaky integrator
from norse.torch import LIFCell            # Leaky integrate-and-fire
from norse.torch import SequentialState    # Stateful sequential layers

model = Sequenti

7. Citation

Python

Lines of Code : 13

License : Weak Copyleft (LGPL-3.0)

Copy

@software{norse2021,
  author       = {Pehle, Christian and
                  Pedersen, Jens Egholm},
  title        = {{Norse -  A deep learning library for spiking 
                   neural networks}},
  month        = jan,
  year         = 2021,

2.4. Example: Long short-term spiking neural networks

Python

Lines of Code : 8

License : Weak Copyleft (LGPL-3.0)

Copy

import torch
from norse.torch import LSNNRecurrent
# Recurrent LSNN network with 2 input neurons and 10 output neurons
layer = LSNNRecurrent(2, 10)
# Generate data: 20 timesteps with 8 datapoints per batch for 2 neurons
data  = torch.zeros(20, 8, 2)

Community Discussions

Trending Discussions on norse

Choose Your Own Adventure (redo)

I can not found bug, which causes infinite loop

Search in a Doubly-Linked List founds members multiple times

New to NoSQL and a little confused with creating collections

Why can't I change display style when using getElementById?

QUESTION

Choose Your Own Adventure (redo)

Asked 2021-Nov-19 at 22:25

I previously made a post about my issue on another account but promptly found out that I formatted the question incorrectly and did not provide enough information. In an attempt to "show the minimum amount of code" I excluded some code. I have now included more code. So I am here to do it correctly this time. I am new to both coding and to stackoverflow so my first attempt at a question was not very good.

I was assigned to do a "Choose Your Own Adventure" game using Javascript. I have two characters you are prompted to choose from at the beginning of the game. "SORA" and "KRATOS". For some reason, my "KRATOS" is not working.

When the player enters "KRATOS" they should then receive a new prompt that allows them to continue. This prompt is not showing up. However, when entering "SORA" the game works as intended.

My goal here is for players to be able to enter "KRATOS" and be able to continue on his adventure.

I believe I may have messed up with the IF statements but I am unsure. Thank you in advance for any help.

...

ANSWER

Answered 2021-Nov-19 at 22:25

you are trying to use a variable (game_2) that you have not declared, and when the code hits the if statement using it, it breaks and "throws" an error message that you can read in the console log. the line of code is:

Source https://stackoverflow.com/questions/70041357

QUESTION

I can not found bug, which causes infinite loop

Asked 2021-Sep-03 at 10:09

The task of this program is to extract gods from a custom array(Link), according to mythology, and then sort them alphabetically into two new array.(It's exercise from PP&P using C++) Problem is, that somewhere the default array "gods" is changed to infinite array. I'm sitting on this problem for 2 hours debugging and can not find the bug. Can someone please help me ?

Link.h ...

ANSWER

Answered 2021-Sep-03 at 10:09

You are passing elements from the list that you currently iterating into add_ordered. The issue is that your code doesn't expect elements of one list to be added to another list.

You need to allocate new Link before adding it to another list, you can do it by replacing:

Source https://stackoverflow.com/questions/69037100

QUESTION

Search in a Doubly-Linked List founds members multiple times

Asked 2021-Jul-16 at 21:59

I'm working through the exercises from PPPC++ and I have a List class that holds multiple gods with their attributes.

Ex: {Thor, Norse, Chariot, Mjolnir} or {Hera, Greek, chariot, pomegranate} where Thor is Norse god and Hera is a Greek god.

I'm trying to write the code to find the pointers that point to all the gods that are Greek.

And I don't get why Hera is found twice and Ares if found 4 times. What's wrong? Thanks!

...

ANSWER

Answered 2021-Jul-06 at 16:14

Your code looks good (though not very OO).

It also seems to be working the way I would expect:

Source https://stackoverflow.com/questions/68273856

QUESTION

New to NoSQL and a little confused with creating collections

Asked 2021-May-28 at 01:49

Im a student just starting out on NoSQL and its just not clicking with me. im a little confused on a few points. Any help would be greatly appreciated 1.Can documents belong to multiple collections?

2.Have I the correct syntax here for creating the Collection? The pic is the collection er and a is just a snippet of the full er.

...

ANSWER

Answered 2021-May-28 at 01:49

Can documents belong to multiple collections?

In MongoDB, no. In other databases, I don't know.

2.Have I the correct syntax here for creating the Collection?

To create a collection you would use https://docs.mongodb.com/manual/reference/method/db.createCollection/. This call also permits you to pass various collection options.

You are inserting a document. In MongoDB when a document is inserted, if the destination collection doesn't exist, it is created automatically by the server.

Source https://stackoverflow.com/questions/67731648

QUESTION

Why can't I change display style when using getElementById?

Asked 2020-Sep-30 at 01:49

I'm having trouble getting my javascript function to work, here's the relevant code:

...

ANSWER

Answered 2020-Sep-30 at 01:48

There is a problem on calling sState function on html page.

You need to replace onClick="sState(aegirSimp,aegirExp)" to onClick="sState('aegirSimp','aegirExp')" to send the id values to sState function.

Source https://stackoverflow.com/questions/64129781

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install norse

To try Norse, the best option is to run one of the jupyter notebooks on Google collab.
We assume you are using Python version 3.7+, are in a terminal friendly environment, and have installed the necessary requirements. Read more in our documentation.

Support

Contributions are warmly encouraged and always welcome. However, we also have high expectations around the code base so if you wish to contribute, please refer to our contribution guidelines.

Find more information at: