We analyze the interplay among arithmetic intensity, parallelization, and model quality and question whether current architectures fully exploit modern hardware. This work redesigns attention to ...

“RISC architecture is gonna change everything.” Those absurdly geeky, incredibly prophetic words were spoken 30 years ago. Today, they’re somehow truer than ever.

Our approach advances sparse attention design with two key innovations: (1) We achieve substantial speedups through arithmetic intensity-balanced algorithm design, with implementation optimizations ...

The series will cover computer architecture, processor circuit design, VLSI (very-large-scale integration), chip fabrication, and future trends in computing.

Yes, transistors are smaller, CPUs are ever faster, but we're seeing diminishing returns. Learn about 3D integration, FPGAs, chiplets, accelerators and near memory computing.

Ex-Autodesk execs snag $46M to build the next gen of architecture design Marina Temkin 8:00 AM PST · January 30, 2025 ...

Modular, scalable hardware architecture for a quantum computer A new quantum-system-on-chip enables the efficient control of a large array of qubits, moving toward practical quantum computing.

During the 1970s many different computer architectures were being developed, many of them focused on making computer systems easier and more effective to use. The Flex Machine developed at the UK M… ...