research
∙
05/01/2023
Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems
Spiking neurons and neural networks constitute a fundamental building bl...
share
research
∙
11/12/2021
Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment
The field of artificial intelligence (AI) has witnessed tremendous growt...
research
∙
10/30/2020
Photonics for artificial intelligence and neuromorphic computing
Research in photonic computing has flourished due to the proliferation o...
research
∙
07/17/2019
Noise Analysis of Photonic Modulator Neurons
Neuromorphic photonics relies on efficiently emulating analog neural net...
research
∙
07/06/2019
Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction
We describe a new technique which minimizes the amount of neurons in the...
research
∙
11/05/2016
