173 Open source projects that are alternatives of or similar to snn_object_recognition

Brain Dynamics Programming in Python

Deep learning integration for Nengo

Spiking neural network system

A brian2 extension to simulate spiking neural networks on GPUs

📊 Gene expression in neuroexpresso database

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

JAX-based Spiking Neural Network framework

FSL-Mate: A collection of resources for few-shot learning (FSL).

Code Generation Framework For NEURON MODeling Language

Graph theory analysis of brain MRI data

Dynamic Time Warping in Python / C (using ctypes)

A virtual optogenetics laboratory

NEURON User Interface

Automated 3D cell detection and registration of whole-brain images

Python-based module with spike sorter wrappers and a simple API for running them.

CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.

NeuroInformatics Database

medical image visualization library and development toolkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧

Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`

Database for experimental neuroscience laboratories

Fast Whole Brain Segmentation (Layers, codes and Pre-trained Models)

OneShot Learning-based hotword detection.

Software platform for clinical neuroimaging studies

TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.

Deep learning in a spiking neural network using segregated dendrites.

All things Miniscope v4

Public release of The Cole-Anticevic Brain-wide Network Partition (CAB-NP)

Main TVB codebase

Curate, visualize, annotate, and share your behavioral ephys data using Python

Keras for Science

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

Method container for computational neuroscience on brains.

Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).

Time series visualizer and data processing tools for Electrocorticography (ECoG) signals stored in NWB files, for Python.

This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

Reorganising NIfTI files from dcm2niix into the Brain Imaging Data Structure

Neuroscience information exchange format

Automated 3D brain registration with support for multiple species and atlases.

Flow-based synchronized parallel DAQ from diverse sources and flexible control for neuroscience experiments

Deep learning for spiking neural networks

Event-Based Angular Velocity Regression with Spiking Networks

One-Shot Learning with Triplet CNNs in Pytorch

Nuerapse simulations for SNNs

RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.

Simulation of spiking neural networks (SNNs) using PyTorch.

An Awesome List of Cognitive Science Resources

Multi-modal Image Registration And Connectivity anaLysis

Elephant is the Electrophysiology Analysis Toolkit

OpenN@S: Open-source software to NAS automatic VHDL code generation

A package for data-driven validation of neuron and ion channel models using SciUnit

spiking-neural-networks

MATLAB/Octave GIfTI Library

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Synaptic Plasticity with Online Reinforcement learning

A lightweight python module to interact with atlases for systems neuroscience

Implementation of a Spiking Neural Network in Tensorflow.