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Refinado por: Nome da Publicação: Ieee Transaction On Neural Networks And Learning Systems remover
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Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
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Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification

Wang, Peisong ; Li, Fanrong ; Li, Gang ; Cheng, Jian

IEEE transaction on neural networks and learning systems, 2023-08, Vol.34 (8), p.4167-4180

United States: IEEE

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Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks
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Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks

Zhang, Malu ; Wang, Jiadong ; Wu, Jibin ; Belatreche, Ammar ; Amornpaisannon, Burin ; Zhang, Zhixuan ; Miriyala, Venkata Pavan Kumar ; Qu, Hong ; Chua, Yansong ; Carlson, Trevor E. ; Li, Haizhou

IEEE transaction on neural networks and learning systems, 2022-05, Vol.33 (5), p.1947-1958

United States: IEEE

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3
Custom Hardware Architectures for Deep Learning on Portable Devices: A Review
Custom Hardware Architectures for Deep Learning on Portable Devices: A Review
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Custom Hardware Architectures for Deep Learning on Portable Devices: A Review

Zaman, Kh Shahriya ; Reaz, Mamun Bin Ibne ; Md Ali, Sawal Hamid ; Bakar, Ahmad Ashrif A ; Chowdhury, Muhammad Enamul Hoque

IEEE transaction on neural networks and learning systems, 2022-11, Vol.33 (11), p.6068-6088

Piscataway: IEEE

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4
Memristor Crossbar-Based Neuromorphic Computing System: A Case Study
Memristor Crossbar-Based Neuromorphic Computing System: A Case Study
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Memristor Crossbar-Based Neuromorphic Computing System: A Case Study

Miao Hu ; Hai Li ; Yiran Chen ; Qing Wu ; Rose, Garrett S. ; Linderman, Richard W.

IEEE transaction on neural networks and learning systems, 2014-10, Vol.25 (10), p.1864-1878

United States: IEEE

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5
All-Passive Hardware Implementation of Multilayer Perceptron Classifiers
All-Passive Hardware Implementation of Multilayer Perceptron Classifiers
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All-Passive Hardware Implementation of Multilayer Perceptron Classifiers

Ananthakrishnan, Akshay ; Allen, Mark G.

IEEE transaction on neural networks and learning systems, 2021-09, Vol.32 (9), p.4086-4095

IEEE

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6
Curvature Consistent Network for Microscope Chip Image Super-Resolution
Curvature Consistent Network for Microscope Chip Image Super-Resolution
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Curvature Consistent Network for Microscope Chip Image Super-Resolution

Zhang, Mingjin ; Xin, Jingwei ; Zhang, Jing ; Tao, Dacheng ; Gao, Xinbo

IEEE transaction on neural networks and learning systems, 2023-12, Vol.34 (12), p.10538-10551

United States: IEEE

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7
Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons
Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons
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Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons

Yang, Shuangming ; Deng, Bin ; Wang, Jiang ; Li, Huiyan ; Lu, Meili ; Che, Yanqiu ; Wei, Xile ; Loparo, Kenneth A.

IEEE transaction on neural networks and learning systems, 2020-01, Vol.31 (1), p.148-162

United States: IEEE

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8
Neuromemristive Circuits for Edge Computing: A Review
Neuromemristive Circuits for Edge Computing: A Review
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Neuromemristive Circuits for Edge Computing: A Review

Krestinskaya, Olga ; James, Alex Pappachen ; Chua, Leon Ong

IEEE transaction on neural networks and learning systems, 2020-01, Vol.31 (1), p.4-23

United States: IEEE

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A Survey of Stochastic Computing Neural Networks for Machine Learning Applications
A Survey of Stochastic Computing Neural Networks for Machine Learning Applications
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A Survey of Stochastic Computing Neural Networks for Machine Learning Applications

Liu, Yidong ; Liu, Siting ; Wang, Yanzhi ; Lombardi, Fabrizio ; Han, Jie

IEEE transaction on neural networks and learning systems, 2021-07, Vol.32 (7), p.2809-2824

United States: IEEE

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Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs
Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs
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Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs

Liu, Shuanglong ; Fan, Hongxiang ; Ferianc, Martin ; Niu, Xinyu ; Shi, Huifeng ; Luk, Wayne

IEEE transaction on neural networks and learning systems, 2022-08, Vol.33 (8), p.3974-3987

United States: IEEE

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