Zhuoran Qiao has been awarded the inaugural Chen Institute and Science Prize for Al Accelerated Research for work critical to ...

Quantum-accelerated simulation software startup BQP announced today that it has raised $4.8 million in new funding to expand ...

The Graduate School of Information Science (GSIS) at Tohoku University, together with the Physics and Informatics (PHI) Lab ...

At the forefront of discovery, where cutting-edge scientific questions are tackled, we often don't have much data. Conversely ...

Self-Supervised Pretraining and Quantization for Fault Tolerant Neural Networks: Friend or Foe? Abstract: Deep neural networks (DNNs) are increasingly being applied in critical domains such as ...

Machine learning is an integral part of high stakes decision making in a broad swath of human-computer interactions. You apply for a job. You submit a loan application. Algorithms determine who ...

In the current era of big data, the volume of information continues to grow at an unprecedented rate, giving rise to the crucial need for efficient ...

Small changes in how AI operates can vastly reduce its resource consumption — making it more ‘like using a hammer to drive a ...

The embedded neural network accelerator deploying neural network algorithms needs to quantize the values in the neural network model into low-bit integers through quantization operations. However, the ...