Zobrazeno 1 - 10
of 219
pro vyhledávání: '"Vishvakarma, Santosh"'
Deep neural networks (DNNs) offer plenty of challenges in executing efficient computation at edge nodes, primarily due to the huge hardware resource demands. The article proposes HYDRA, hybrid data multiplexing, and runtime layer configurable DNN acc
Externí odkaz:
http://arxiv.org/abs/2409.04976
This paper introduces a Scalable Hierarchical Aware Convolutional Neural Network (SHA-CNN) model architecture for Edge AI applications. The proposed hierarchical CNN model is meticulously crafted to strike a balance between computational efficiency a
Externí odkaz:
http://arxiv.org/abs/2407.21370
Memory management is necessary with the increasing number of multi-connected AI devices and data bandwidth issues. For this purpose, high-speed multi-port memory is used. The traditional multi-port memory solutions are hard-bounded to a fixed number
Externí odkaz:
http://arxiv.org/abs/2407.20628
Publikováno v:
28th International Symposium on VLSI Design and Test (VDAT 2024)
This paper presents the Hybrid Overestimating Approximate Adder designed to enhance the performance in processing engines, specifically focused on edge AI applications. A novel Plus One Adder design is proposed as an incremental adder in the RCA chai
Externí odkaz:
http://arxiv.org/abs/2408.00806
The MOS devices are the basic building block of any digital and analog circuits, where silicon (Si) is the most commonly used material. The International Technology Roadmap Semiconductor (ITRS) report predicts the gate length of the MOS device will s
Externí odkaz:
http://arxiv.org/abs/2101.01955
Publikováno v:
In Memories - Materials, Devices, Circuits and Systems July 2023 4
Publikováno v:
In Memories - Materials, Devices, Circuits and Systems July 2023 4
Autor:
Vishwakarma, Abhinav, Ampadu, Kwame Owusu, Huebner, Michael, Vishvakarma, Santosh, Reichenbach, Marc
Publikováno v:
In Procedia Computer Science 2023 218:563-573
Autor:
Raut, Gopal, Biasizzo, Anton, Dhakad, Narendra, Gupta, Neha, Papa, Gregor, Vishvakarma, Santosh Kumar
Publikováno v:
In Neurocomputing 14 May 2022 486:147-159
Publikováno v:
In Microprocessors and Microsystems July 2021 84