LSTM Architecture Explained: How Gates Control Memory in Neural Networks

Learn LSTM gate mechanisms with mathematical breakdowns. Understand how forget, input & output gates manage memory better than standard RNNs.

Learn LSTM gate mechanisms with mathematical breakdowns. Understand how forget, input & output gates manage memory better than standard RNNs.

"Do RAM shortages kill CPU production? No. Logic and memory live in different fabs with different toolchains. We break down the economics, SoC packaging, and why the coupling is weak."

Alibaba's Qwen team bags NeurIPS 2025 Best Paper for Gated Attention, stabilizing LLMs and powering Qwen3-Next. Open code promises industry-wide efficiency gains.

ASIC teams want a true “Jenkins for chips,” but fragmented flows, brittle scripts, low iteration frequency, and high migration risk keep hardware CI stuck in DIY mode.

Logic Robotics' Logic Pallet automates pallet movement across facilities, loads trailers in five minutes, and triples storage density with AI-driven inventory tracking.

India’s drone dream is squeezed between bold “Make in India” ambitions and messy reality—import bans, fragile local hardware, harsh DGCA rules and patchy enforcement that leave pilots, hobbyists and startups navigating grey zones instead of clear skies.

IIT M.Tech can transform a tier‑3 engineering graduate’s 3–4 LPA ceiling into a 20–30 LPA launchpad, but real ROI depends on branch choice, GATE grind, CGPA, and how ruthlessly you leverage the IIT ecosystem beyond just placements.

India has approved a Ladakh–Haryana HVDC corridor with 13 GW of dedicated renewable evacuation and an on-site 12 GWh battery system, one of the largest such integrated schemes globally.

WireUnwired Research finds growing signals of layoffs across NXP’s Arizona and Austin sites, including reports of an RF GaN line shutdown and targeted cuts in legacy Motorola-linked teams — all emerging from community chatter in the absence of official detail.

Verification isn’t lagging behind design tools — it’s simply carrying the heavier load. Dedicated DV engineers spend nearly all their time fighting state-space explosion, while designers only handle small pockets of module-level testing.

The Pentagon has released its first detailed zero trust blueprint for operational technology and industrial control systems, extending a once-IT-centric strategy into the physical backbone of U.S. military operations. The new guidance defines 105 specific activities across seven security pillars, targeting base utilities, industrial control systems, and mission-adjacent infrastructure without imposing a fixed deadline, but with clear expectations that OT will now be treated as a frontline cyber-physical battleground.

A live‑data failure on a fintech research platform is more than a minor glitch. It exposes how fragile core data pipelines remain, and how quickly stale or missing information can warp trading, risk, and compliance decisions across global markets.

The H100 Tensor Core GPU delivers unprecedented acceleration for enterprise AI and high-performance computing, with 30X faster inference on large language models and breakthrough architecture innovations.

UNIST scientists have solved a decades-old problem blocking 2D semiconductors from commercial viability by developing a new theoretical framework that predicts contact resistance with unprecedented accuracy. The breakthrough could accelerate ultra-scaled chip development below 10 nanometers.

Stablecore's new funding round, led by Norwest and backed by Coinbase Ventures and over 200 financial institutions, positions the platform as the critical infrastructure layer enabling community banks and credit unions to compete in the digital asset era without costly system overhauls.

A Chinese-language cyber-espionage campaign suspected to be linked to Silver Fox is actively targeting Taiwanese systems using a fake DeepSeek R1 large language model installer as a social engineering lure. The campaign deploys Gh0stRAT malware through spoofed web pages that mimic legitimate DeepSeek distribution channels.

India's Health Sentinel AI system has revolutionized disease surveillance by issuing over 5,000 real-time outbreak alerts since 2022, cutting manual workload by 98% and detecting 150% more health events than traditional methods.

UBTECH has begun mass production and phased deployment of Walker S2 industrial humanoid robots following $112 million in orders, marking a major milestone in commercial robotics adoption across industrial sectors in China.

SEALSQ and Quobly partner to embed post-quantum security into scalable silicon-based quantum processors, aiming to secure Europe’s digital future with native cryptographic integration.

A team of Peruvian schoolchildren has developed a robot that will represent Peru at the World Robot Olympiad 2025, a prestigious global robotics competition taking place in Singapore from November 26-28, 2025. This achievement highlights Peru's growing strength in STEM education and youth innovation.