cognity

Cognity is an object-oriented neural network library for Java. It's goal is to provide easy-to-use, high level architecture for neural network computations along with reasonable performance.

Features

Neural networks: multilayer perceptron
Learning algorithms: backpropagation with momentum
Activation functions: tanh, sigmoid, gaussian, heaviside step function, linear
Weight randomization algorithms: uniform randomization
Basic data structures for neural network training
Importing and exporting data to Matlab files

Project Activity

See All Activity >

License

Apache License V2.0

Follow cognity

cognity Web Site

Other Useful Business Software

Gen AI apps are built with MongoDB Atlas

Build gen AI apps with an all-in-one modern database: MongoDB Atlas

MongoDB Atlas provides built-in vector search and a flexible document model so developers can build, scale, and run gen AI apps without stitching together multiple databases. From LLM integration to semantic search, Atlas simplifies your AI architecture—and it’s free to get started.

Start Free

Rate This Project

User Reviews

Be the first to post a review of cognity!

Additional Project Details

Intended Audience

Developers, Engineering, Science/Research

Programming Language

Java

Related Categories

Java Frameworks, Java Libraries, Java Machine Learning Software, Java Neural Network Libraries

Registered

2011-11-06

Similar Business Software

Neural Designer

Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and...

See Software
TFLearn

TFlearn is a modular and transparent deep learning library built on top of Tensorflow. It was designed to provide a higher-level API to TensorFlow in order to facilitate and speed up experimentations while remaining fully transparent and compatible with it. Easy-to-use and understand high-level...

See Software
NeuroIntelligence

NeuroIntelligence is a neural networks software application designed to assist neural network, data mining, pattern recognition, and predictive modeling experts in solving real-world problems. NeuroIntelligence features only proven neural network modeling algorithms and neural net techniques;...

See Software
Torch

Torch is a scientific computing framework with wide support for machine learning algorithms that puts GPUs first. It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation. The goal of Torch is to have maximum flexibility and...

See Software
Zebra by Mipsology

Zebra by Mipsology is the ideal Deep Learning compute engine for neural network inference. Zebra seamlessly replaces or complements CPUs/GPUs, allowing any neural network to compute faster, with lower power consumption, at a lower cost. Zebra deploys swiftly, seamlessly, and painlessly without...

See Software
Microsoft Cognitive Toolkit

The Microsoft Cognitive Toolkit (CNTK) is an open-source toolkit for commercial-grade distributed deep learning. It describes neural networks as a series of computational steps via a directed graph. CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs,...

See Software