DLAU: A scalable deep learning accelerator unit on FPGA
… the size of the neural networks with scalable and flexible hardware … a scalable deep learning
accelerator unit named DLAU to speed up the kernel computational parts of deep learning …
accelerator unit named DLAU to speed up the kernel computational parts of deep learning …
[PDF][PDF] DLAU: A Scalable Deep Learning Accelerator Unit on FPGA
V Paramesh - 2019 - easychair.org
… the size of the neural networks with scalable and flexible hardware … a scalable deep learning
accelerator unit named DLAU to speed up the kernel computational parts of deep learning …
accelerator unit named DLAU to speed up the kernel computational parts of deep learning …
[PDF][PDF] A NEW DESIGN OF FPGA-ROBUST DEEP LEARNING ACCELERATION PLATFORM
RA Kumar, SR Kumar - Journal of Nonlinear Analysis and Optimization, 2021 - jnao-nu.com
… We develop the DLAU-based application in this paper. We are introducing a DLAU-based
scalable deep learning accelerator to speed up the kernel's machine bits. We use tile …
scalable deep learning accelerator to speed up the kernel's machine bits. We use tile …
Efficient Design of Adaptable Deep Learning Accelerator
A Choubey, SB Choubey - 2021 10th IEEE International …, 2021 - ieeexplore.ieee.org
… paper presents a scalable AI accelerator unit named DLAU to hurry up the kernel machine
elements of … , that may be an ascendable and versatile AI accelerator supported on FPGA. The …
elements of … , that may be an ascendable and versatile AI accelerator supported on FPGA. The …
[PDF][PDF] IMPLEMENTATION OF FPGA-ROBUST DEEP LEARNING ACCELERATION PLATFORM
B DHANANJAYA, GSS BABU, K VISWANATH… - ijesat.com
… We develop the DLAU-based application in this paper. We are introducing a DLAUbased
scalable deep learning accelerator to speed up the kernel's machine bits. We use tile …
scalable deep learning accelerator to speed up the kernel's machine bits. We use tile …
[PDF][PDF] Implementation of FPGA-Robust Deep Learning Acceleration Platform
DV Vardhan, MPM Krishna - Journal of Engineering Sciences, 2023 - mlsoft.in
… In this paper we build DLAU, which is scalable accelerator architecture for large-scale …
DLAU, which is an FPGA based deep learning accelerator that is scalable and versatile. The …
DLAU, which is an FPGA based deep learning accelerator that is scalable and versatile. The …
[PDF][PDF] Implementation of Deep Learning Accelerator Unit
S Aparna, TV Lakshmi, M Kamaraju, YS Chakrapani - academia.edu
… of large-scale deep-learning neural networks is therefore … a scalable deep learning accelerator
machine called DLAU … -of - the-art Xilinx FPGA panel show that the DLAU accelerator can …
machine called DLAU … -of - the-art Xilinx FPGA panel show that the DLAU accelerator can …
Deep Learning Hardware Accelerator Unit
N Sindhe, S Ahmed, A Rao… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
… the TMMU, AFAU, PSAU which are pipelined units used to increase … The DLAU is a flexible,
scalable deep learning accelerator unit based on FPGA used to speed up neural network …
scalable deep learning accelerator unit based on FPGA used to speed up neural network …
A survey on convolutional neural network accelerators: GPU, FPGA and ASIC
Y Hu, Y Liu, Z Liu - 2022 14th International Conference on …, 2022 - ieeexplore.ieee.org
… [7] proposed a processor named Deep Learning Accelerator Unit (DLAU), which utilized tile
… computing unit when implementing neuron networks. The innovative point of DLAU is the …
… computing unit when implementing neuron networks. The innovative point of DLAU is the …
Efficient hardware architectures for accelerating deep neural networks: Survey
… research trends in FPGA, ASIC, and GPU-based accelerators for … based machine learning
processors and embedded edge AI … DLAU utilizes the tiling technique to produce a scalable …
processors and embedded edge AI … DLAU utilizes the tiling technique to produce a scalable …