Add to ORKGIn this work, we realize the weighted addition of neuron on a monolithically integrated 8x8 cross-connect chip, based on semiconductor optical amplifier (SOA) and arrayed waveguide grating (AWG) technology, with four10Gb/s on-off key WDM input channels. We analyze the weight tuning range of each channel. The results show that a weight reading error below 0.08 can be achieved with a maximum weight tuning range of 20dB. It opens the way towards a high fidelity cross-connectivity of up to 8 neurons for input layer to next hidden-layer with a data precision of at least 3bits for photonic integrated deep neural networks
Deep neural network architectures have shown their superior performance in visual classification, au...
We perform weight addition of four 10 Gbit/s channels employing a photonic integrated indium phosphi...
We investigate the scalability of a SOA-based photonic DNN with WDM inputs. For a 3-layer DNN, a qua...
In this work, we realize the weighted addition of neuron on a monolithically integrated 8x8 cross-co...
We perform weight addition of four 10 Gbit/s channels employing a photonic integrated indium phosphi...
We demonstrate high fidelity weighted addition of four 10 Gb/s on-off keyed data channels on a SOA-b...
Photonic neuromorphic computing is raising a growing interest as it promises to provide massive para...
We demonstrate the use of a wavelength converter, based on cross-gain modulation in a semiconductor ...
We propose a novel photonic accelerator architecture based on a broadcast-and-weight approach for a ...
We demonstrate a monolithically integrated SOA-based photonic neuron, including both the weighted ad...
We experimentally demonstrate the emulation of scaling of the semiconductor optical amplifier (SOA) ...
Deep neural network architectures have shown their superior performance in visual classification, au...
We perform weight addition of four 10 Gbit/s channels employing a photonic integrated indium phosphi...
We investigate the scalability of a SOA-based photonic DNN with WDM inputs. For a 3-layer DNN, a qua...
In this work, we realize the weighted addition of neuron on a monolithically integrated 8x8 cross-co...
We perform weight addition of four 10 Gbit/s channels employing a photonic integrated indium phosphi...
We demonstrate high fidelity weighted addition of four 10 Gb/s on-off keyed data channels on a SOA-b...
Photonic neuromorphic computing is raising a growing interest as it promises to provide massive para...
We demonstrate the use of a wavelength converter, based on cross-gain modulation in a semiconductor ...
We propose a novel photonic accelerator architecture based on a broadcast-and-weight approach for a ...
We demonstrate a monolithically integrated SOA-based photonic neuron, including both the weighted ad...
We experimentally demonstrate the emulation of scaling of the semiconductor optical amplifier (SOA) ...
Deep neural network architectures have shown their superior performance in visual classification, au...
We perform weight addition of four 10 Gbit/s channels employing a photonic integrated indium phosphi...
We investigate the scalability of a SOA-based photonic DNN with WDM inputs. For a 3-layer DNN, a qua...