Binary Neural Network
Posted inTech

Binary Neural Networks: Efficiency, Benefits & Challenges

Neural networks have revolutionized AI, but they demand massive computational power. Enter Binary Neural Networks (BNNs)—a game-changer in efficiency. Instead of relying on high-precision floating-point operations, BNNs shrink calculations down…
Which Choice Is a Good Reason to Segment a Network
Posted inTech

Which Choice Is a Good Reason to Segment a Network

Imagine this: a single cyberattack cripples an entire company’s network in minutes. Why? Because everything was connected—no segmentation, no barriers, no damage control. It happens more often than you’d think.…
Protein Family Classification
Posted inTech

Deep Few-Shot Learning for Protein Classification

Proteins are the building blocks of life, yet classifying them into families remains one of the greatest challenges in computational biology. With over 200 million protein sequences cataloged and more…