Zobrazeno 1 - 10
of 29
pro vyhledávání: '"Vadlamani Sri Krishna"'
Autor:
Basani Jasvith Raj, Vadlamani Sri Krishna, Bandyopadhyay Saumil, Englund Dirk R., Hamerly Ryan
Publikováno v:
Nanophotonics, Vol 12, Iss 5, Pp 975-984 (2023)
Multiport interferometers based on integrated beamsplitter meshes have recently captured interest as a platform for many emerging technologies. In this paper, we present a novel architecture for multiport interferometers based on the sine–cosine fr
Externí odkaz:
https://doaj.org/article/a69ae014a97048bfa3bfe4a12e5ead90
The energy consumption of neural network inference has become a topic of paramount importance with the growing success and adoption of deep neural networks. Analog optical neural networks (ONNs) can reduce the energy of matrix-vector multiplication i
Externí odkaz:
http://arxiv.org/abs/2409.12305
Modern deep learning continues to achieve outstanding performance on an astounding variety of high-dimensional tasks. In practice, this is obtained by fitting deep neural models to all the input data with minimal feature engineering, thus sacrificing
Externí odkaz:
http://arxiv.org/abs/2408.10693
The scalability of many programmable photonic circuits is limited by the $2\pi$ tuning range needed for the constituent phase shifters. To address this problem, we introduce the concept of a phase-efficient circuit architecture, where the average pha
Externí odkaz:
http://arxiv.org/abs/2408.09673
Secure multiparty computation enables the joint evaluation of multivariate functions across distributed users while ensuring the privacy of their local inputs. This field has become increasingly urgent due to the exploding demand for computationally
Externí odkaz:
http://arxiv.org/abs/2408.05629
While analog neural network (NN) accelerators promise massive energy and time savings, an important challenge is to make them robust to static fabrication error. Present-day training methods for programmable photonic interferometer circuits, a leadin
Externí odkaz:
http://arxiv.org/abs/2210.06632
Autor:
Basani, Jasvith Raj, Vadlamani, Sri Krishna, Bandyopadhyay, Saumil, Englund, Dirk R., Hamerly, Ryan
Multiport interferometers based on integrated beamsplitter meshes have recently captured interest as a platform for many emerging technologies. In this paper, we present a novel architecture for multiport interferometers based on the Sine-Cosine frac
Externí odkaz:
http://arxiv.org/abs/2209.03335
There has been a recent surge of interest in physics-based solvers for combinatorial optimization problems. We present a dynamical solver for the Ising problem that is comprised of a network of coupled parametric oscillators and show that it implemen
Externí odkaz:
http://arxiv.org/abs/2204.02472
Optimization is a major part of human effort. While being mathematical, optimization is also built into physics. For example, physics has the principle of Least Action, the principle of Minimum Entropy Generation, and the Variational Principle. Physi
Externí odkaz:
http://arxiv.org/abs/2007.05882
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