“In-Memory Computing (IMC) introduces a new paradigm of computation that offers high efficiency in terms of latency and power consumption for AI accelerators. However, the non-idealities and defects ...

A major breakthrough at POSTECH could dramatically boost AI speeds and device efficiency. Researchers have, for the first ...

Innovations in Analog Memory and Architecture - Artificial Intelligence (AI) is undergoing a significant transformation, driven by advancements in algorithms ...

To build this new platform, the researchers developed a theory for the programming interfaces of in-memory computing architecture and created software development libraries that convert Python ...

There are basically two ways to compute data. The first is with a DSP, a chip that performs very specialized functions on a limited set of data. These are very cheap, have amazing performance per ...

“This includes all the digital-to-analog and analog-to-digital conversion overheads, which need to be designed in specialized and integrated ways with the in-memory-computing architecture.

In a new Nature Communications study, researchers have developed an in-memory ferroelectric differentiator capable of performing calculations directly in the memory without requiring a separate ...

As artificial intelligence (AI) continues to advance, researchers at POSTECH (Pohang University of Science and Technology) ...

As such, we will draw material from seminal and recent publications in top computer architecture conferences and journals ... and advanced techniques in more traditional topics, including memory ...

A new technical paper titled “All-in-Memory Stochastic Computing using ReRAM” was published by researchers at TU Dresden, Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), ...

A computer architecture in which the program's instructions and the data reside in separate memory banks that are addressed independently. Named after the Mark I computer at Harvard University in ...

Vector and SIMD), memory hierarchy design, I/O, and recent trends in architecture (e.g., low-power architectures, application-specific processors). Case studies. REQUIRED TEXT: None RECOMMENDED TEXT: ...