Running neural networks on microcontrollers once appeared impractical. It is now a major component of embedded design. TinyML and enhanced tooling have enabled developers to place intelligence on low-power edge devices directly. Microcontrollers are highly restrictive systems. They provide low RAM, minimal flash memory, low processing speed, and constrained power envelopes. Conventional neural networks are […]
Computer Science
Build a Powerful and Affordable Raspberry Pi Media Server
If you want a compact, low-cost home media server that streams movies, TV shows, music, and photos to TVs, phones, and smart home devices, the Raspberry Pi 5 has become one of the best value-for-money platforms available. With its improved CPU performance, faster I/O capabilities, and support for NVMe storage, it stands out as a […]
Ethical AI and the Future of Emotionally Intelligent Machines
As artificial intelligence continues to develop, the emphasis is shifting beyond logic and data toward understanding human emotions. Ethical AI and emotionally intelligent machines represent the next frontier – systems capable of empathy, fairness, and moral awareness. These innovations hold the prospect of revolutionizing healthcare, education, customer service, and mental health support. However, they also […]
11 Ways Industrial Firewalls Enhance Safety in Complex Factory Networks
Modern factories depend on interconnected systems that manage production, logistics, and quality control. As digital transformation reshapes industrial environments, network safety becomes one of the most critical factors in ensuring smooth operations. Cyber threats and system vulnerabilities pose significant risks to both productivity and worker safety, as well as regulatory compliance. Industrial firewalls play a […]
Digital to Analog Converter (DAC) Block Diagram, Working, Types & Applications
Modern electronic systems rely heavily on both digital and analog signals. While microcontrollers, computers, and digital processors handle data in binary (digital form), most real-world signals such as sound, temperature, pressure, and voltage are analog. To bridge this gap, Digital to Analog Converters (DACs) are used. A DAC takes digital input (binary numbers) and converts […]
Analog to Digital Converter (ADC) Block Diagram, Working, Types & Applications
In today’s world, most electronic devices operate digitally, but the signals we experience in the real world—such as sound, light, temperature, and pressure—are analog in nature. To process these signals in microcontrollers, digital signal processors (DSPs), or computers, we need to convert analog signals into digital form. This is where an Analog-to-Digital Converter (ADC) comes […]





