The sensible path toward human level AI
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Inspired by the brain: we present Braifun, an innovative machine learning tool.

Why Choosing Braifun?

If you are looking for an easy and powerful tool to develop intelligent systems, Braifun is for you. Deep Learning tools like Tensorflow and Pytorch are data and power inefficient because they rely on backpropagation which is not optimal for real time learning. We believe human level intelligence cannot be attained unless we first achieve data efficiency and real time learning. Think about the difference between Web 1.0 and Web 2.0. If other Machine Learning tools are ML 1.0, Braifun is ML 2.0. Braifun uses an innovative ML algorithm we call it PHUN

Vision

Learns and detects shapes in one or few shots.

Language Modeling

Unsupervised training on textual data.

Audio

Learns and detects audio and other complex time-series signals.

Reinforcement Learning

Efficient learning from feedback and self-supervision

What is PHUN?

PHUN (pronounced as Fun) stands for Predictive Hebbian Unified Neurons. PHUN builds up on well-known terms and concepts rooted in brain research and neuroscience studies. It employs a technique similar to Hebbian and spike timing dependent plasticity for its learning. PHUN’s advantages are:

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Comparisions

ML Algorithms

PHUNBackpropagation
One-shot LearningIterative Learning
Online LearningOffline Learning
Unsupervised+SupervisedSupervised
Computationally EfficientComputationally Inefficient
Biologically PlausibleBiologically Less Plausible

ML Tools

BraifunPytorch / TensorFlow
FreeFree
Easy to LearnSteep Learning Curve
Uses PHUNUses Backpropagation
runs on CPUruns on CPU/GPU
Coming Soon!Available

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