Methods › General › Activation Functions › Sigmoid Activation › Papers, page 71

Sigmoid Activation

Papers archive 2025-07-28

archive papers tagged: 7,112 · with a code link: 2,470 · where Syntology ran a sample: 461 (386 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (461 of 7,112 tagged: 386 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument)

Page 71 of 72: papers 7,001 to 7,100 of 7,112, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Bridging LSTM Architecture and the Neural Dynamics during Reading
  22 Apr 2016 · 0 repositories · arXiv:1604.06635
• Dependency Parsing with LSTMs: An Empirical Evaluation
  22 Apr 2016 · 0 repositories · arXiv:1604.06529
• Chinese Song Iambics Generation with Neural Attention-based Model
  21 Apr 2016 · 0 repositories · arXiv:1604.06274
• Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention
  12 Apr 2016 · 0 repositories · arXiv:1604.03286
• Deep Gate Recurrent Neural Network
  11 Apr 2016 · 0 repositories · arXiv:1604.02910
• Learning Compact Recurrent Neural Networks
  9 Apr 2016 · 0 repositories · arXiv:1604.02594
• Geometric Scene Parsing with Hierarchical LSTM
  7 Apr 2016 · 0 repositories · arXiv:1604.01931
• A Focused Dynamic Attention Model for Visual Question Answering
  6 Apr 2016 · 0 repositories · arXiv:1604.01485
• Image Captioning with Deep Bidirectional LSTMs
  4 Apr 2016 · 1 repository · arXiv:1604.00790
• LSTM based Conversation Models
  31 Mar 2016 · 1 repository · arXiv:1603.09457
• Minimal Gated Unit for Recurrent Neural Networks
  31 Mar 2016 · 0 repositories · arXiv:1603.09420
• Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding
  30 Mar 2016 · 0 repositories · arXiv:1603.09405
• Recurrent Batch Normalization
  30 Mar 2016 · 3 repositories · arXiv:1603.09025
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction
  25 Mar 2016 · 0 repositories · arXiv:1603.07893
• Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
  24 Mar 2016 · 0 repositories · arXiv:1603.07772
• Semantic Object Parsing with Graph LSTM
  23 Mar 2016 · 0 repositories · arXiv:1603.07063
• Semi-supervised Word Sense Disambiguation with Neural Models
  22 Mar 2016 · 0 repositories · arXiv:1603.07012
• Incorporating Copying Mechanism in Sequence-to-Sequence Learning
  21 Mar 2016 · 7 repositories · arXiv:1603.06393
• Segmentation from Natural Language Expressions
  20 Mar 2016 · 4 repositories · arXiv:1603.06180
• Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
  14 Mar 2016 · 1 repository · arXiv:1603.04351
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
• Low-rank passthrough neural networks
  10 Mar 2016 · 4 repositories · arXiv:1603.03116
• A Latent Variable Recurrent Neural Network for Discourse Relation Language Models
  7 Mar 2016 · 1 repository · arXiv:1603.01913
• End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
  4 Mar 2016 · 25 repositories · arXiv:1603.01354
  Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 0 violated, 20 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 24 harvested samples) · 3 pointer-only (licence)
• Lie Access Neural Turing Machine
  28 Feb 2016 · 0 repositories · arXiv:1602.08671
• Contextual LSTM (CLSTM) models for Large scale NLP tasks
  19 Feb 2016 · 0 repositories · arXiv:1602.06291
• Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation
  16 Feb 2016 · 0 repositories · arXiv:1602.04874
• Look, Listen and Learn - A Multimodal LSTM for Speaker Identification
  13 Feb 2016 · 0 repositories · arXiv:1602.04364
• Associative Long Short-Term Memory
  9 Feb 2016 · 3 repositories · arXiv:1602.03032
• Learning Efficient Algorithms with Hierarchical Attentive Memory
  9 Feb 2016 · 0 repositories · arXiv:1602.03218
• Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
  7 Feb 2016 · 0 repositories · arXiv:1602.02373
• Asynchronous Methods for Deep Reinforcement Learning
  4 Feb 2016 · 70 repositories · arXiv:1602.01783
  Syntology 60 ran (of which 20 constructed an object rather than computing a result; 51 with no instrument failure: 2 honoured, 1 violated, 48 with no contract checked; 9 where Syntology's instrument failed) · 35 unverified (of 95 harvested samples) · 20 pointer-only (licence)
• Pixel Recurrent Neural Networks
  25 Jan 2016 · 20 repositories · arXiv:1601.06759
  Syntology 19 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 2 where Syntology's instrument failed) · 10 unverified (of 29 harvested samples) · 18 pointer-only (licence)
• Investigating gated recurrent neural networks for speech synthesis
  11 Jan 2016 · 0 repositories · arXiv:1601.02539
• Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
  7 Jan 2016 · 0 repositories · arXiv:1601.01530
• Mutual Information and Diverse Decoding Improve Neural Machine Translation
  4 Jan 2016 · 1 repository · arXiv:1601.00372
• Learning Natural Language Inference with LSTM
  30 Dec 2015 · 4 repositories · arXiv:1512.08849
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• An Empirical Comparison of Neural Architectures for Reinforcement Learning in Partially Observable Environments
  17 Dec 2015 · 0 repositories · arXiv:1512.05509
• A Theoretically Grounded Application of Dropout in Recurrent Neural Networks
  16 Dec 2015 · 14 repositories · arXiv:1512.05287
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition
  14 Dec 2015 · 0 repositories · arXiv:1512.04280
• Generating News Headlines with Recurrent Neural Networks
  5 Dec 2015 · 4 repositories · arXiv:1512.01712
• Effective LSTMs for Target-Dependent Sentiment Classification
  3 Dec 2015 · 10 repositories · arXiv:1512.01100
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question
  1 Dec 2015 · 0 repositories
• Guiding the Long-Short Term Memory Model for Image Caption Generation
  1 Dec 2015 · 0 repositories
• LSTM Neural Reordering Feature for Statistical Machine Translation
  1 Dec 2015 · 0 repositories · arXiv:1512.00177
• Sequence to Sequence - Video to Text
  1 Dec 2015 · 0 repositories
• A C-LSTM Neural Network for Text Classification
  27 Nov 2015 · 10 repositories · arXiv:1511.08630
• Named Entity Recognition with Bidirectional LSTM-CNNs
  26 Nov 2015 · 14 repositories · arXiv:1511.08308
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 4 pointer-only (licence)
• Regularizing RNNs by Stabilizing Activations
  26 Nov 2015 · 1 repository · arXiv:1511.08400
• Towards Universal Paraphrastic Sentence Embeddings
  25 Nov 2015 · 0 repositories · arXiv:1511.08198
• A Hierarchical Deep Temporal Model for Group Activity Recognition
  19 Nov 2015 · 1 repository · arXiv:1511.06040
• Blending LSTMs into CNNs
  19 Nov 2015 · 0 repositories · arXiv:1511.06433
• Comparative Study of Deep Learning Software Frameworks
  19 Nov 2015 · 0 repositories · arXiv:1511.06435
• Delving Deeper into Convolutional Networks for Learning Video Representations
  19 Nov 2015 · 6 repositories · arXiv:1511.06432
• Order Matters: Sequence to sequence for sets
  19 Nov 2015 · 9 repositories · arXiv:1511.06391
• Spatio-temporal video autoencoder with differentiable memory
  19 Nov 2015 · 1 repository · arXiv:1511.06309
• Symbol Grounding Association in Multimodal Sequences with Missing Elements
  13 Nov 2015 · 0 repositories · arXiv:1511.04401
• Larger-Context Language Modelling
  11 Nov 2015 · 0 repositories · arXiv:1511.03729
• Visual7W: Grounded Question Answering in Images
  11 Nov 2015 · 0 repositories · arXiv:1511.03416
• Top-down Tree Long Short-Term Memory Networks
  31 Oct 2015 · 1 repository · arXiv:1511.00060
• Generating Text with Deep Reinforcement Learning
  30 Oct 2015 · 0 repositories · arXiv:1510.09202
• Empirical Study on Deep Learning Models for Question Answering
  26 Oct 2015 · 0 repositories · arXiv:1510.07526
• Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks
  26 Oct 2015 · 0 repositories · arXiv:1510.07641
• Optimizing and Contrasting Recurrent Neural Network Architectures
  16 Oct 2015 · 0 repositories · arXiv:1510.04953
• Guiding Long-Short Term Memory for Image Caption Generation
  16 Sep 2015 · 1 repository · arXiv:1509.04942
• Long Short-Term Memory Neural Networks for Chinese Word Segmentation
  1 Sep 2015 · 0 repositories
• Character-Aware Neural Language Models
  26 Aug 2015 · 14 repositories · arXiv:1508.06615
  Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path
  15 Aug 2015 · 0 repositories · arXiv:1508.03720
• Benchmarking of LSTM Networks
  11 Aug 2015 · 1 repository · arXiv:1508.02774
• Bidirectional LSTM-CRF Models for Sequence Tagging
  9 Aug 2015 · 25 repositories · arXiv:1508.01991
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
  7 Aug 2015 · 2 repositories · arXiv:1508.01745
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 4 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Time-series modeling with undecimated fully convolutional neural networks
  3 Aug 2015 · 0 repositories · arXiv:1508.00317
• Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition
  24 Jul 2015 · 0 repositories · arXiv:1507.06947
• Deep Recurrent Q-Learning for Partially Observable MDPs
  23 Jul 2015 · 5 repositories · arXiv:1507.06527
  Syntology 0 ran · 2 unverified (of 2 harvested samples)
• Grid Long Short-Term Memory
  6 Jul 2015 · 1 repository · arXiv:1507.01526
• A Deep Memory-based Architecture for Sequence-to-Sequence Learning
  22 Jun 2015 · 0 repositories · arXiv:1506.06442
• Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
  18 Jun 2015 · 1 repository · arXiv:1506.05751
• Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
  13 Jun 2015 · 23 repositories · arXiv:1506.04214
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences
  12 Jun 2015 · 1 repository · arXiv:1506.04089
• Teaching Machines to Read and Comprehend
  10 Jun 2015 · 12 repositories · arXiv:1506.03340
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Pointer Networks
  9 Jun 2015 · 21 repositories · arXiv:1506.03134
  Syntology 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 5 where Syntology's instrument failed) · 5 unverified (of 23 harvested samples) · 9 pointer-only (licence)
• The Long-Short Story of Movie Description
  4 Jun 2015 · 0 repositories · arXiv:1506.01698
• A Hierarchical Neural Autoencoder for Paragraphs and Documents
  2 Jun 2015 · 5 repositories · arXiv:1506.01057
• Transition-Based Dependency Parsing with Stack Long Short-Term Memory
  29 May 2015 · 7 repositories · arXiv:1505.08075
  Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
• Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering
  21 May 2015 · 1 repository · arXiv:1505.05612
• Improving neural networks with bunches of neurons modeled by Kumaraswamy units: Preliminary study
  11 May 2015 · 0 repositories · arXiv:1505.02581
• Jointly Modeling Embedding and Translation to Bridge Video and Language
  7 May 2015 · 0 repositories · arXiv:1505.01861
• Reinforcement Learning Neural Turing Machines - Revised
  4 May 2015 · 1 repository · arXiv:1505.00521
• Highway Networks
  3 May 2015 · 4 repositories · arXiv:1505.00387
• Sequence to Sequence -- Video to Text
  3 May 2015 · 4 repositories · arXiv:1505.00487
• Long Short Term Memory Networks for Anomaly Detection in Time Series
  22 Apr 2015 · 1 repository
• Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification
  7 Apr 2015 · 1 repository · arXiv:1504.01561
• A Simple Way to Initialize Recurrent Networks of Rectified Linear Units
  3 Apr 2015 · 6 repositories · arXiv:1504.00941
• Universal Approximation of Markov Kernels by Shallow Stochastic Feedforward Networks
  24 Mar 2015 · 0 repositories · arXiv:1503.07211
• LSTM: A Search Space Odyssey
  13 Mar 2015 · 17 repositories · arXiv:1503.04069
• Convolutional LSTM Networks for Subcellular Localization of Proteins
  6 Mar 2015 · 0 repositories · arXiv:1503.01919
• Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
  28 Feb 2015 · 16 repositories · arXiv:1503.00075
  Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 6 pointer-only (licence)
• A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks
  26 Feb 2015 · 0 repositories · arXiv:1502.07540
• Unsupervised Learning of Video Representations using LSTMs
  16 Feb 2015 · 12 repositories · arXiv:1502.04681
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 2 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Abstract Learning via Demodulation in a Deep Neural Network
  13 Feb 2015 · 0 repositories · arXiv:1502.04042
• Semantic Modelling with Long-Short-Term Memory for Information Retrieval
  20 Dec 2014 · 0 repositories · arXiv:1412.6629