Symmetric silicon microring resonator optical crossbar array for accelerated inference and training in deep learning
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Rui, Ohno, Shuhei, Tanizawa, Ken, Ikeda, Kazuhiro, Okano, Makoto, Toprasertpong, Kasidit, Takagi, Shinichi, Takenaka, Mitsuru |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Waveguide-multiplexed photonic matrix-vector multiplication processor using multiport photodetectors
by: Tang, Rui, et al.
Published: (2024)
by: Tang, Rui, et al.
Published: (2024)
Scalable intensity-based photonic matrix-vector multiplication processor using single-wavelength time-division-multiplexed signals
by: Chai, Chengli, et al.
Published: (2025)
by: Chai, Chengli, et al.
Published: (2025)
Substrate-Voltage-Controlled Temporal Nonlinearity in Ferroelectric FET-based Reservoir Computing
by: Nako, Eishin, et al.
Published: (2026)
by: Nako, Eishin, et al.
Published: (2026)
Si-waveguide-based optical power monitoring of 2$\times$2 Mach$\unicode{x2013}$Zehnder interferometer based on InGaAsP/Si hybrid MOS optical phase shifter
by: Akazawa, Tomohiro, et al.
Published: (2024)
by: Akazawa, Tomohiro, et al.
Published: (2024)
Low-loss Sb$_2$S$_3$ Optical Phase Shifter Enabled by Optimizing Sputtering Conditions
by: Miyatake, Yuto, et al.
Published: (2025)
by: Miyatake, Yuto, et al.
Published: (2025)
Multibit neural inference in a N-ary crossbar architecture
by: Moureaux, Anatole, et al.
Published: (2026)
by: Moureaux, Anatole, et al.
Published: (2026)
Single chip photonic deep neural network with accelerated training
by: Bandyopadhyay, Saumil, et al.
Published: (2022)
by: Bandyopadhyay, Saumil, et al.
Published: (2022)
Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing
by: Castro, Bernard J. Giron, et al.
Published: (2023)
by: Castro, Bernard J. Giron, et al.
Published: (2023)
Investigation of in vitro neuronal activity processing using a CMOS-integrated ZrO2-based memristive crossbar
by: Koryazhkina, Maria N., et al.
Published: (2024)
by: Koryazhkina, Maria N., et al.
Published: (2024)
SOME: Symmetric One-Hot Matching Elector -- A Lightweight Microsecond Decoder for Quantum Error Correction
by: Guo, Xinyi, et al.
Published: (2025)
by: Guo, Xinyi, et al.
Published: (2025)
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference
by: Gallo, Manuel Le, et al.
Published: (2022)
by: Gallo, Manuel Le, et al.
Published: (2022)
Toward Practical Benchmarks of Ising Machines: A Case Study on the Quadratic Knapsack Problem
by: Ohno, Kentaro, et al.
Published: (2024)
by: Ohno, Kentaro, et al.
Published: (2024)
Forward-only learning in memristor arrays with month-scale stability
by: Renaudineau, Adrien, et al.
Published: (2026)
by: Renaudineau, Adrien, et al.
Published: (2026)
Linearizing Binary Optimization Problems Using Variable Posets for Ising Machines
by: Ohno, Kentaro, et al.
Published: (2023)
by: Ohno, Kentaro, et al.
Published: (2023)
Measurement-driven neural-network training for integrated magnetic tunnel junction arrays
by: Borders, William A., et al.
Published: (2023)
by: Borders, William A., et al.
Published: (2023)
CMOS-integrated superparamagnetic tunnel junction-based p-bit
by: Yoon, Ju-Young, et al.
Published: (2026)
by: Yoon, Ju-Young, et al.
Published: (2026)
Annealing-inspired training of an optical neural network with ternary weights
by: Skalli, Anas, et al.
Published: (2024)
by: Skalli, Anas, et al.
Published: (2024)
CMOS + stochastic nanomagnets: heterogeneous computers for probabilistic inference and learning
by: Singh, Nihal Sanjay, et al.
Published: (2023)
by: Singh, Nihal Sanjay, et al.
Published: (2023)
Probabilistic approximate optimization using single-photon avalanche diode arrays
by: Alswaidan, Ziyad, et al.
Published: (2026)
by: Alswaidan, Ziyad, et al.
Published: (2026)
Digital-analog quantum genetic algorithm using Rydberg-atom arrays
by: Llenas, Aleix, et al.
Published: (2024)
by: Llenas, Aleix, et al.
Published: (2024)
Probabilistic Online Event Downsampling
by: Girbau-Xalabarder, Andreu, et al.
Published: (2025)
by: Girbau-Xalabarder, Andreu, et al.
Published: (2025)
Invited: Neuromorphic architectures based on augmented silicon photonics platforms
by: Hejda, Matěj, et al.
Published: (2024)
by: Hejda, Matěj, et al.
Published: (2024)
Hardware architecture and routing-aware training for optimal memory usage: a case study
by: Weber, Jimmy, et al.
Published: (2024)
by: Weber, Jimmy, et al.
Published: (2024)
Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models
by: Wang, Jiachuan, et al.
Published: (2025)
by: Wang, Jiachuan, et al.
Published: (2025)
Programming universal unitary transformations on a general-purpose silicon photonics platform
by: Rausell-Campo, Jose Roberto, et al.
Published: (2024)
by: Rausell-Campo, Jose Roberto, et al.
Published: (2024)
End-to-end performance of quantum-accelerated large-scale linear algebra workflows
by: Zhu, Daiwei, et al.
Published: (2026)
by: Zhu, Daiwei, et al.
Published: (2026)
Double-Free-Layer Stochastic Magnetic Tunnel Junctions with Synthetic Antiferromagnets
by: Selcuk, Kemal, et al.
Published: (2023)
by: Selcuk, Kemal, et al.
Published: (2023)
Photonic convolutional neural network with pre-trained in-situ training
by: Ranjan, Saurabh, et al.
Published: (2026)
by: Ranjan, Saurabh, et al.
Published: (2026)
Adiabatic training for Variational Quantum Algorithms
by: Acosta, Ernesto, et al.
Published: (2024)
by: Acosta, Ernesto, et al.
Published: (2024)
Training slow silicon neurons to control extremely fast robots with spiking reinforcement learning
by: Ambrosini, Irene, et al.
Published: (2026)
by: Ambrosini, Irene, et al.
Published: (2026)
Optimizing compilation of error correction codes for 2xN quantum dot arrays and its NP-hardness
by: Micciche, Anthony, et al.
Published: (2025)
by: Micciche, Anthony, et al.
Published: (2025)
A federated learning privacy framework for missing data inference in environmental crowd sensing
by: Ningrinla Marchang
Published: (2024)
by: Ningrinla Marchang
Published: (2024)
High-quality activation function for applications in neuromorphic photonic chips realized using low-quality nonlinear optical resonators
by: Pshenichnyuk, Ivan A., et al.
Published: (2024)
by: Pshenichnyuk, Ivan A., et al.
Published: (2024)
Image classification using collective optical modes of an array of nanolasers
by: Tirabassi, Giulio, et al.
Published: (2022)
by: Tirabassi, Giulio, et al.
Published: (2022)
Deep‐Q‐Network hybridization with extended Kalman filter for accelerate learning in autonomous navigation with auxiliary security module
by: Carlos Daniel de Sousa Bezerra, et al.
Published: (2024)
by: Carlos Daniel de Sousa Bezerra, et al.
Published: (2024)
Sequential Hamiltonian Assembly: Enhancing the training of combinatorial optimization problems on quantum computers
by: Roshani, Navid, et al.
Published: (2024)
by: Roshani, Navid, et al.
Published: (2024)
A deep learning approach based on Richardson and Gauss–Seidel for massive MIMO detection
by: Yongzhi Yu, et al.
Published: (2024)
by: Yongzhi Yu, et al.
Published: (2024)
Supplementation of deep neural networks with simplified physics-based features to increase model prediction accuracy
by: Clinkinbeard, Nicholus R., et al.
Published: (2022)
by: Clinkinbeard, Nicholus R., et al.
Published: (2022)
Reliable information delivery and dynamic link utilization in MANET cloud using deep reinforcement learning
by: Shuhong Kuang, et al.
Published: (2024)
by: Shuhong Kuang, et al.
Published: (2024)
The First Isolation and Characterization of Bat Jeilongviruses in Japan
by: Sho Sata, et al.
Published: (2024)
by: Sho Sata, et al.
Published: (2024)
Similar Items
-
Waveguide-multiplexed photonic matrix-vector multiplication processor using multiport photodetectors
by: Tang, Rui, et al.
Published: (2024) -
Scalable intensity-based photonic matrix-vector multiplication processor using single-wavelength time-division-multiplexed signals
by: Chai, Chengli, et al.
Published: (2025) -
Substrate-Voltage-Controlled Temporal Nonlinearity in Ferroelectric FET-based Reservoir Computing
by: Nako, Eishin, et al.
Published: (2026) -
Si-waveguide-based optical power monitoring of 2$\times$2 Mach$\unicode{x2013}$Zehnder interferometer based on InGaAsP/Si hybrid MOS optical phase shifter
by: Akazawa, Tomohiro, et al.
Published: (2024) -
Low-loss Sb$_2$S$_3$ Optical Phase Shifter Enabled by Optimizing Sputtering Conditions
by: Miyatake, Yuto, et al.
Published: (2025)