Results 1 to 10 of about 31,264 (300)

Hyperdimensional decoding of spiking neural networks

Neuromorphic Computing and Engineering
This work presents a novel spiking neural network (SNN) decoding method, combining SNNs with hyperdimensional computing (HDC). This decoding method is designed to achieve high accuracy, high noise robustness, low inference latency and low energy ...
Cedrick Kinavuidi, Luca Peres, Oliver Rhodes   +2 more
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The more the merrier: running multiple neuromorphic components on-chip for robotic control

Neuromorphic Computing and Engineering
It has long been realized that neuromorphic hardware offers benefits for the domain of robotics such as low energy, low latency, as well as unique methods of learning.
Evan Eames, Priyadarshini Kannan, Ronan Sangouard, Philipp Plank, Elvin Hajizada, Gintautas Palinauskas, Lana Amaya, Michael Neumeier, Sai Thejeshwar Sharma, Marcella Toth, Prottush Sarkar, Axel von Arnim   +11 more
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Stochastic rounding for memory-efficient digital simulation of synaptic plasticity using 8-bit floating-point

Neuromorphic Computing and Engineering
Simulating brain-scale networks digitally is often hindered by extensive memory access. In this context, using low-precision data types and more efficient models to represent state variables is a viable alternative to improve the scalability of the ...
Pablo Urbizagastegui, André van Schaik, Runchun Wang   +2 more
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Biomechanical Modeling of Finger Joints Based on Dimeric Kinematics

Current Directions in Biomedical Engineering
In the literature, the proximal and distal interphalangeal joints (PIP and DIP) are usually described as singleaxis hinge joints, whereas the metacarpophalangeal (MCP) joint is typically described as a two-axis joint.
Franke Marc, Bogdan Martin
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Implementation of two-step gradual reset scheme for enhancing state uniformity of 2D hBN-based memristors for image processing

Neuromorphic Computing and Engineering
In-memory computing facilitates efficient parallel computing based on the programmable memristor crossbar array. Proficient hardware image processing can be implemented by utilizing the analog vector-matrix operation with multiple memory states of the ...
Dong Yeon Woo, Gichang Noh, Eunpyo Park, Min Jee Kim, Dae Kyu Lee, Yong Woo Sung, Jaewook Kim, YeonJoo Jeong, Jongkil Park, Seongsik Park, Hyun Jae Jang, Nakwon Choi, Yooyeon Jo, Joon Young Kwak   +13 more
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Sequential analysis and its applications to neuromorphic engineering

Frontiers in Neuroscience
Introduction:Neuromorphic circuits operate by comparing fluctuating signals to thresholds. This operation underpins sensing and computation in both neuromorphic architectures and biological nervous systems.
Shivaram Mani, Saeed Afshar, Travis Monk
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Scalable network emulation on analog neuromorphic hardware

Frontiers in Neuroscience
We present a novel software feature for the BrainScaleS-2 accelerated neuromorphic platform that facilitates the partitioned emulation of large-scale spiking neural networks.
Elias Arnold, Philipp Spilger, Jan V. Straub, Eric Müller, Dominik Dold, Gabriele Meoni, Johannes Schemmel   +6 more
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Optical linear systems framework for event sensing and computational neuromorphic imaging

Frontiers in Neuroscience
Event Vision Sensors, or neuromorphic cameras, report sparse, and asynchronous image change-related data and enable microsecond-scale sensing and high dynamic range, but challenge physics-based sensor design approaches.
Nimrod Kruger, Nicholas Owen Ralph, Gregory Cohen, Paul Hurley, Paul Hurley   +4 more
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Zn2SnO4-Based Optoelectronic Synaptic Device for Visual Perception and Applications

Research
Visual bionic systems are of crucial importance in the development of artificial intelligence for environmental perception. However, the traditional artificial vision system has problems such as complex system and high energy consumption due to the ...
Shan Xu, Zhiyuan Guan, Wenqi Yang, Zhenyu Zhou, Zixuan Zhang, Lulu Wang, Xiaoxu Li, Yuchen Li, Xiaobing Yan   +8 more
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High-endurable memristors based on ReSe2/BST:YSZ ferroelectric heterojunctions for optical encryption communication

Nano Research
Due to the increasing awareness of space security, encrypted space optic-communication has attracted significant attention. Consequently, ferroelectric memristors with efficient data processing capability and high operational stability become essential ...
Runyao Lin, Weidong Sun, Jinhai Chen, Jia Zhang, Kangbo Zhao, Zelei Jiao, Haoning Liu, Jiawei Zhang, Pan Liu, Hong Wang   +9 more
doaj   +1 more source