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2003.03229
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Non-linear Neurons with Human-like Apical Dendrite Activations
2 February 2020
Mariana-Iuliana Georgescu
Radu Tudor Ionescu
Nicolae-Cătălin Ristea
Andrii Zadaianchuk
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Papers citing
"Non-linear Neurons with Human-like Apical Dendrite Activations"
30 / 30 papers shown
Personalized Speech Emotion Recognition in Human-Robot Interaction using Vision Transformers
IEEE Robotics and Automation Letters (RA-L), 2024
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Andrew Frye
M. M. Rayguru
Dan O. Popa
554
4
0
16 Sep 2024
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks
Fenglei Fan
Yingxin Li
Hanchuan Peng
T. Zeng
Haiwei Yang
254
11
0
23 Jan 2023
SepTr: Separable Transformer for Audio Spectrogram Processing
Interspeech (Interspeech), 2022
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Fahad Shahbaz Khan
ViT
379
42
0
17 Mar 2022
Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion
Machine Vision and Applications (MVA), 2021
Mariana-Iuliana Georgescu
Georgian-Emilian Duta
Radu Tudor Ionescu
3DH
CVBM
244
23
0
20 Nov 2021
Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark
S. Dubey
S. Singh
B. B. Chaudhuri
487
1,042
0
29 Sep 2021
Self-paced ensemble learning for speech and audio classification
Interspeech (Interspeech), 2021
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
340
28
0
22 Mar 2021
Adaptive Rational Activations to Boost Deep Reinforcement Learning
International Conference on Learning Representations (ICLR), 2021
Quentin Delfosse
P. Schramowski
Martin Mundt
Alejandro Molina
Kristian Kersting
549
24
0
18 Feb 2021
A survey on modern trainable activation functions
Neural Networks (NN), 2020
Andrea Apicella
Francesco Donnarumma
Francesco Isgrò
R. Prevete
339
511
0
02 May 2020
Visually Guided Self Supervised Learning of Speech Representations
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Abhinav Shukla
Konstantinos Vougioukas
Pingchuan Ma
Stavros Petridis
Maja Pantic
SSL
237
29
0
13 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Neural Information Processing Systems (NeurIPS), 2019
Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
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Sasank Chilamkurthy
Benoit Steiner
Lu Fang
Junjie Bai
Soumith Chintala
ODL
1.1K
50,986
0
03 Dec 2019
On the Impact of the Activation Function on Deep Neural Networks Training
Soufiane Hayou
Arnaud Doucet
Judith Rousseau
ODL
514
222
0
19 Feb 2019
MOROCO: The Moldavian and Romanian Dialectal Corpus
Andrei M. Butnaru
Radu Tudor Ionescu
298
45
0
19 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks
Asifullah Khan
A. Sohail
Umme Zahoora
Aqsa Saeed Qureshi
OOD
948
2,630
0
17 Jan 2019
Training Multi-layer Spiking Neural Networks using NormAD based Spatio-Temporal Error Backpropagation
Navin Anwani
Bipin Rajendran
167
21
0
23 Oct 2018
Deep Learning in Spiking Neural Networks
Neural Networks (NN), 2018
A. Tavanaei
M. Ghodrati
Saeed Reza Kheradpisheh
T. Masquelier
Anthony Maida
530
1,302
0
22 Apr 2018
Squeeze-and-Excitation Networks
Jie Hu
Li Shen
Samuel Albanie
Gang Sun
Enhua Wu
4.5K
33,354
0
05 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Han Xiao
Kashif Rasul
Roland Vollgraf
2.1K
10,439
0
25 Aug 2017
Age Progression/Regression by Conditional Adversarial Autoencoder
Computer Vision and Pattern Recognition (CVPR), 2017
Zhifei Zhang
Yang Song
Hairong Qi
GAN
CVBM
341
1,267
0
27 Feb 2017
TensorFlow: A system for large-scale machine learning
Martín Abadi
P. Barham
Jianmin Chen
Zhiwen Chen
Andy Davis
...
Vijay Vasudevan
Pete Warden
Martin Wicke
Yuan Yu
Xiaoqiang Zhang
GNN
AI4CE
1.2K
19,463
0
27 May 2016
Noisy Activation Functions
Çağlar Gülçehre
Marcin Moczulski
Misha Denil
Yoshua Bengio
324
304
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01 Mar 2016
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
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225,080
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10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Djork-Arné Clevert
Thomas Unterthiner
Sepp Hochreiter
935
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23 Nov 2015
Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex
J. Hawkins
Subutai Ahmad
279
432
0
31 Oct 2015
Character-level Convolutional Networks for Text Classification
Xiang Zhang
Jiaqi Zhao
Yann LeCun
1.0K
6,894
0
04 Sep 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
VLM
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20,294
0
06 Feb 2015
Difference Target Propagation
Dong-Hyun Lee
Saizheng Zhang
Asja Fischer
Yoshua Bengio
AAML
734
390
0
23 Dec 2014
Adam: A Method for Stochastic Optimization
International Conference on Learning Representations (ICLR), 2014
Diederik P. Kingma
Jimmy Ba
ODL
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164,701
0
22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition
International Conference on Learning Representations (ICLR), 2014
Karen Simonyan
Andrew Zisserman
FAtt
MDE
4.0K
110,317
0
04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision (IJCV), 2014
Olga Russakovsky
Gaowen Liu
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
3.7K
42,317
0
01 Sep 2014
Maxout Networks
International Conference on Machine Learning (ICML), 2013
Ian Goodfellow
David Warde-Farley
M. Berk Mirza
Aaron Courville
Yoshua Bengio
OOD
871
2,243
0
18 Feb 2013
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