Digital Neuromorphic Processor: Algorithm-HW Co-design (imec / KU Leuven)

A technical paper titled “Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design” was published by researchers at imec and KU Leuven.

“In this work, we open the black box of the digital neuromorphic processor for algorithm designers by presenting the neuron processing instruction set and detailed energy consumption of the SENeCA neuromorphic architecture. For convenient benchmarking and optimization, we provide the energy cost of the essential neuromorphic components in SENeCA, including neuron models and learning rules,” states the paper.

Find the technical paper here.. Published March 2023.

Tang, Guangzhi, Ali Safa, Kevin Shidqi, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Manolis Sifalakis, Gert-Jan van Schaik, and Amirreza Yousefzadeh. “Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design.” arXiv preprint arXiv:2303.15224 (2023).

Source: https://semiengineering.com/digital-neuromorphic-processor-algorithm-hw-co-design-imec-ku-leuven/

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