A comprehensive review of Binary Neural Network

Understand

Deep learning (DL) has recently changed the development of intelligent systems and is widely adopted in many real-life applications.

• Despite their various benefits and potentials, there is a high demand for DL processing in different computationally limited and energy-constrained devices.
• It is natural to study game-changing technologies such as Binary Neural Networks (BNN) to increase deep learning capabilities.
• Recently remarkable progress has been made in BNN since they can be implemented and embedded on tiny restricted devices and save a significant amount of storage, computation cost, and energy consumption.