Results 61 to 70 of about 6,675,279 (300)

Efficient spiking neural network design via neural architecture search

Neural Networks
Spiking neural networks (SNNs) are brain-inspired models that utilize discrete and sparse spikes to transmit information, thus having the property of energy efficiency.
Jiaqi Yan, Qianhui Liu, Malu Zhang, Lang Feng, De Ma, Haizhou Li, Gang Pan   +6 more
semanticscholar   +1 more source

Speed-up coherent Ising machine with a spiking neural network.

Optics Express, 2022
Coherent Ising machine (CIM) is a hardware solver that simulates the Ising model and finds optimal solutions to combinatorial optimization problems. However, for practical tasks, the computational process may be trapped in local minima, which is a key ...
Bo Lu, Chen-Rui Fan, Lu Liu, Kai Wen, Chuan Wang   +4 more
semanticscholar   +1 more source

An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor [PDF]

IEEE International Joint Conference on Neural Network, 2020
Spiking Neural Networks (SNNs), the third generation NNs, have come under the spotlight for machine learning based applications due to their biological plausibility and reduced complexity compared to traditional artificial Deep Neural Networks (DNNs ...
Riccardo Massa, Alberto Marchisio, M. Martina, M. Shafique   +3 more
semanticscholar   +1 more source

Accurate and noninvasive prostate cancer detection using plasma‐derived extracellular vesicle RNA

FEBS Open Bio, EarlyView.
Plasma extracellular vesicles were captured with WGA‐conjugated magnetic beads and profiled for RNA biomarkers. A three‐RNA panel (NM_024955, NR_047469, and NR_002564) distinguished prostate cancer from healthy controls and benign prostatic hyperplasia, supporting a simple, noninvasive approach to improve prostate cancer detection.
Hanping Wei, Haoran Wu, Wei Feng
wiley   +1 more source

Hepatic encephalopathy detection using deep learning based optimized spiking neural network

Measurement: Sensors
Hepatic encephalopathy is caused by liver insufficiency or poor portal-systemic blood flow. In this work, a novel optimized spiking neural network (OSNN) is used to classify normal and HE cases by using CT images.
R.K. Shanmugha Priya, Dr K. Suthendran
doaj   +1 more source

Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons [PDF]

, 2007
Chicca E, Indiveri G, Douglas RJ. Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons. Presented at the Advances in Neural Information Processing Systems 19 (NIPS).Cooperative competitive networks are ...
Schölkopf, B., Hofmann, T., Douglas, R. J., Indiveri, G., Chicca, Elisabetta ; https://orcid.org/, Platt, J.C.   +5 more
core  

Real-time inference in a VLSI spiking neural network [PDF]

, 2012
The ongoing motor output of the brain depends on its remarkable ability to rapidly transform and fuse a variety of sensory streams in real-time.
Matthew Cook, Neftci, Emre O; https://orcid.org/, Corneil, Dane, Dane Corneil, Neftci, Emre, Emre Neftci, Sonnleithner, Daniel, Rodney Douglas, Chicca, Elisabetta; https://orcid.org/, Giacomo Indiveri, Elisabetta Chicca, Indiveri, Giacomo; https://orcid.org/, Indiveri, Giacomo, Chicca, Elisabetta ; https://orcid.org/, Cook, Matthew, Daniel Sonnleithner, Douglas, Rodney   +16 more
core   +1 more source

Elevated Connectivity During Language Processing Is Associated With Cognitive Performance in SeLECTS

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Self‐Limited Epilepsy with Centrotemporal Spikes (SeLECTS) is associated with language impairments despite seizures originating in the motor cortex, suggesting aberrant cross‐network interactions. Here we tested whether functional connectivity in SeLECTS during language tasks predicts language performance.
Wendy Qi, Katharine Lee, Kerry C. Nix, Miguel Menchaca, Xiwei Shé, Lorelei Santa Maria, Wei Wu, Zihuai He, Fiona M. Baumer   +8 more
wiley   +1 more source

Neural Information Processing: between synchrony and chaos [PDF]

, 2012
The brain is characterized by performing many different processing tasks ranging from elaborate processes such as pattern recognition, memory or decision-making to more simple functionalities such as linear filtering in image processing.
Vincent Canals, Josep L. Rossello, Antoni Morro   +2 more
core   +1 more source

Unraveling 4‐Phenylbutyrate's Therapeutic Role in SLC6A1 Disorders: Pharmacochaperoning Over HDAC Inhibition

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Variants in SLC6A1, encoding the GABA transporter 1 (GAT‐1), cause epilepsy, autism spectrum disorder, and developmental delay via loss of GABA uptake, impaired trafficking, and ER retention. We previously found that 4‐Phenylbutyrate (PBA), an FDA‐approved drug, restores GABA uptake and reduces seizures in SLC6A1‐related disorders ...
Melissa B. DeLeeuw, Karishma Randhave, Ekta Anand, Ziang (Debbie) Song, Wangzhen Shen, Jing‐Qiong Kang   +5 more
wiley   +1 more source