Abstract is missing.
- Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval MethodsAndreas Knoblauch, Günther Palm. 3-19 [doi]
- Stability Analysis of a Generalized Class of BAM Neural Networks with Mixed DelaysChaouki Aouiti, Farouk Chérif, Anis Zeglaoui. 20-31 [doi]
- Dissipativity Analysis of a Class of Competitive Neural Networks with Proportional DelaysChaouki Aouiti, Farouk Chérif, Farid Touati. 32-42 [doi]
- A Nonlinear Fokker-Planck Description of Continuous Neural Network DynamicsRoseli S. Wedemann, Angel Ricardo Plastino. 43-56 [doi]
- Multi-modal Associative Storage and Retrieval Using Hopfield Auto-associative Memory NetworkRachna Shriwas, Prasun Joshi, Vandana M. Ladwani, V. Ramasubramanian. 57-75 [doi]
- Chaotic Complex-Valued Associative Memory with Adaptive Scaling Factor Independent of Multi-valuesHiroaki Goto, Yuko Osana. 76-86 [doi]
- A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential DetectionWajid Mumtaz, Lukás Vareka, Roman Moucek. 89-101 [doi]
- Sleep State Analysis Using Calcium Imaging Data by Non-negative Matrix FactorizationMizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, Takehiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho, Noboru Murata. 102-113 [doi]
- Detection of Directional Information Flow Induced by TMS Based on Symbolic Transfer EntropySong Ye, Keiichi Kitajo, Katsunori Kitano. 114-118 [doi]
- Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural NetworkTimo Wunderlich, Akos F. Kungl, Eric Müller 0001, Johannes Schemmel, Mihai A. Petrovici. 119-122 [doi]
- Distinguishing Violinists and Pianists Based on Their Brain SignalsGianpaolo Coro, Giulio Masetti, Philipp Bonhoeffer, Michael Betcher. 123-137 [doi]
- Research on Image-to-Image Translation with Capsule NetworkJian Ye, Qing Chang, Xiaotian Jia. 141-151 [doi]
- Multi-View Capsule NetworkJian-Wei Liu, Xi-hao Ding, Runkun Lu, Yuanfeng Lian, Dianzhong Wang, Xionglin Luo. 152-165 [doi]
- Advanced Capsule Networks via Context AwarenessNguyen Huu Phong, Bernardete Ribeiro. 166-177 [doi]
- DDRM-CapsNet: Capsule Network Based on Deep Dynamic Routing Mechanism for Complex DataJian-Wei Liu, Feng Gao, Runkun Lu, Yuanfeng Lian, Dianzhong Wang, Xionglin Luo, Chu-ran Wang. 178-189 [doi]
- Squeezed Very Deep Convolutional Neural Networks for Text ClassificationAndréa B. Duque, Luã Lázaro J. Santos, David Macêdo, Cleber Zanchettin. 193-207 [doi]
- NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded SystemsMohammad Loni, Ali Zoljodi, Sima Sinaei, Masoud Daneshtalab, Mikael Sjödin. 208-222 [doi]
- Swap Kernel RegressionMasaharu Yamamoto, Koichiro Yamauchi 0001. 223-238 [doi]
- Model-Agnostic Explanations for Decisions Using Minimal PatternsKohei Asano, Jinhee Chun, Atsushi Koike, Takeshi Tokuyama. 241-252 [doi]
- NARPCA: Neural Accumulate-Retract PCA for Low-Latency High-Throughput Processing on DatastreamsCristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Goetz Brasche. 253-266 [doi]
- An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network ReliabilitySabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu. 267-280 [doi]
- Capsule Generative ModelsYifeng Li, Xiaodan Zhu. 281-295 [doi]
- Evaluating CNNs on the Gestalt Principle of ClosureGregor Ehrensperger, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez. 296-301 [doi]
- Recovering Localized Adversarial AttacksJan Philip Göpfert, Heiko Wersing, Barbara Hammer. 302-311 [doi]
- On the Interpretation of Recurrent Neural Networks as Finite State MachinesChristian Oliva, Luis F. Lago-Fernández. 312-323 [doi]
- Neural Field Model for Measuring and Reproducing Time IntervalsWeronika Wojtak, Flora Ferreira, Estela Bicho, Wolfram Erlhagen. 327-338 [doi]
- Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative ModelsZeyang Yu, Shengxi Li, Danilo P. Mandic. 339-350 [doi]
- NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural ImagesPedro Machado, Georgina Cosma, T. Martin McGinnity. 351-362 [doi]
- Deep Semantic Asymmetric HashingMian Zhang, Cheng Cheng, Xianzhong Long. 363-374 [doi]
- A Neural Network for Semi-supervised Learning on ManifoldsAlexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii. 375-386 [doi]
- Counting with Analog NeuronsJirí Síma. 389-400 [doi]
- On the Bounds of Function ApproximationsAdrian de Wynter. 401-417 [doi]
- Probabilistic Bounds for Approximation by Neural NetworksVera Kurková. 418-428 [doi]
- Tree Memory Networks for Sequence ProcessingFrederik Diehl, Alois Knoll. 431-443 [doi]
- On Deep Set Learning and the Choice of AggregationsMaximilian Sölch, Adnan Akhundov, Patrick van der Smagt, Justin Bayer. 444-457 [doi]
- Hilbert Vector Convolutional Neural Network: 2D Neural Network on 1D DataNasrulloh R. B. S. Loka, Muthu Subash Kavitha, Takio Kurita. 458-470 [doi]
- The Same Size Dilated Attention Network for Keypoint DetectionYuan Chang, Zixuan Huang, Qiwei Shen. 471-483 [doi]
- Gradient-Based Learning of Compositional Dynamics with Modular RNNsSebastian Otte, Patricia Rubisch, Martin V. Butz. 484-496 [doi]
- Transfer Learning with Sparse Associative MemoriesQuentin Jodelet, Vincent Gripon, Masafumi Hagiwara. 497-512 [doi]
- Linear Memory NetworksDavide Bacciu, Antonio Carta, Alessandro Sperduti. 513-525 [doi]
- A Multi-armed Bandit Algorithm Available in Stationary or Non-stationary Environments Using Self-organizing MapsNobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi. 529-540 [doi]
- Cooperation and Coordination Regimes by Deep Q-Learning in Multi-agent Task ExecutionsYuki Miyashita, Toshiharu Sugawara. 541-554 [doi]
- Boosting Reinforcement Learning with Unsupervised Feature ExtractionSimon Hakenes, Tobias Glasmachers. 555-566 [doi]
- A Multi-objective Reinforcement Learning Algorithm for JSSPBeatriz M. Méndez-Hernández, Erick D. Rodríguez Bazan, Yailen Martínez Jiménez, Pieter Libin, Ann Nowé. 567-584 [doi]
- A Reinforcement Learning Approach for Sequential Spatial Transformer NetworksFatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel 0001. 585-597 [doi]
- Deep Recurrent Policy Networks for Planning Under Partial ObservabilityZixuan Chen, Zongzhang Zhang. 598-610 [doi]
- Mixed-Reality Deep Reinforcement Learning for a Reach-to-grasp TaskHadi Beik Mohammadi, Mohammad-Ali Zamani, Matthias Kerzel, Stefan Wermter. 611-623 [doi]
- FMNet: Multi-agent Cooperation by Communicating with Featured Message NetworkJiheng Jiang, Shuangjiu Xiao, Linling Xun. 624-635 [doi]
- Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISEMartin V. Butz, Tobias Menge, Dania Humaidan, Sebastian Otte. 639-653 [doi]
- On Unsupervised Learning of Traversal Cost and Terrain Types Identification Using Self-organizing MapsJan Faigl, Milos Prágr. 654-668 [doi]
- Scaffolding Haptic Attention with Controller GatingAlexandra Moringen, Sascha Fleer, Helge J. Ritter. 669-684 [doi]
- Benchmarking Incremental Regressors in Traversal Cost AssessmentMilos Prágr, Jan Faigl. 685-697 [doi]
- CPG Driven RBF Network Control with Reinforcement Learning for Gait Optimization of a Dung Beetle-Like RobotMatheshwaran Pitchai, Xiaofeng Xiong, Mathias Thor, Peter Billeschou, Peter Lukas Mailänder, Binggwong Leung, Tomas Kulvicius, Poramate Manoonpong. 698-710 [doi]
- Training Delays in Spiking Neural NetworksLaura State, Pau Vilimelis Aceituno. 713-717 [doi]
- An Izhikevich Model Neuron MOS Circuit for Low Voltage OperationYuki Tamura, Satoshi Moriya, Tatsuki Kato, Masao Sakuraba, Yoshihiko Horio, Shigeo Sato. 718-723 [doi]
- UAV Detection: A STDP Trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic ApproachPaul Kirkland, Gaetano Di Caterina, John J. Soraghan, Yiannis Andreopoulos, George Matich. 724-736 [doi]
- Autonomous Learning Paradigm for Spiking Neural NetworksJunxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, James A. Hilder. 737-744 [doi]
- Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic AlgorithmJunxiu Liu, Xingyue Huang, Yongchuang Huang, Yuling Luo, Su Yang. 745-757 [doi]
- The Importance of Self-excitation in Spiking Neural Networks Evolved to Recognize Temporal PatternsMuhammad Yaqoob, Volker Steuber, Borys Wróbel. 758-771 [doi]
- Estimating and Factoring the Dropout Induced Distribution with Gaussian Mixture ModelJingo Adachi. 775-792 [doi]
- Sequence Disambiguation with Synaptic Traces in Associative Neural NetworksRamon H. Martinez, Oskar Kviman, Anders Lansner, Pawel Herman. 793-805 [doi]
- Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural NetworksJérémie Cabessa, Jirí Síma. 806-818 [doi]
- A Neural Circuit Model of Adaptive Robust Tracking Control for Continuous-Time Nonlinear SystemsPavlo V. Tymoshchuk. 819-835 [doi]