Inside Microsoft Ignite: How Microsoft and NVIDIA are redefining the AI stack

As the world’s leading platform providers and champions for advancing AI globally, NVIDIA and Microsoft continue to deliver ...
Opinion

The Limits Of LLMs And Why The Architecture Must Change

We’ve celebrated an extraordinary breakthrough while largely postponing the harder question of whether the architecture we’re scaling can sustain the use cases promised.
IEEE

Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture

Abstract: On-chip learning of Spiking Neural Networks (SNN) has been extensively researched to enhance adaptability and privacy protection, with Back-Propagation-Through-Time (BPTT) emerging as the ...
IEEE

RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection

Abstract: Neural architecture search (NAS) is an automated technique to design optimal neural network architectures for a specific workload. Conventionally, evaluating candidate networks in NAS ...