| Feb. 13 | |
| 13:00 - 13:05 | Opening Remarks |
| | A. Hirano-Iwata (Tohoku Univ., Japan) |
| ----------------------------------------------- |
| | --- Special Session 1 (Chair: S. Sato) --- |
| | "Spintronics-based edge computing hardware fundamentals" |
| 13:05 - 13:25 | [SS1-1] Analog neuron circuit for edge computing |
| | S. Sato, Y. Tamura, S. Moriya, T. Kato, H. Yamamoto, M. Sakuraba, Y. Horio, J. Madrenas (Tohoku Univ., Japan) |
| 13:25 - 13:45 | [SS1-2] Impact of nonvolatile-logic design techniques for spintronics-based edge AI computing |
| | M. Natsui, T. Chiba, T. Hanyu (Tohoku Univ., Japan) |
| 13:45 - 14:05 | [SS1-3] Spintronics for uniform artificial synapse and neuron |
| | A. Kurenkov, S. Fukami, Y. Horio, H. Ohno (Tohoku Univ., Japan) |
| 14:05 - 14:20 | Break (15 min) |
| | --- General Session 1 (Chair: Y. Horio) --- |
| 14:20 - 14:50 | [GS1-1] Design flow for SIMD-based hardware implementation of spiking neural networks |
| | J. Madrenas, M. Zapata, J. A. Oltra, B. Vallejo, S. Moriya, S. Sato (Polytechn. Univ. Catalonia, Spain) |
| 14:50 - 15:10 | [GS1-2] Analysis of temporal and mobility networks |
| | N. Fujiwara (Tohoku Univ., Japan) |
| 15:10 - 15:40 | [GS1-3] Distributed correlates of working memory phenomena in a large-scale multi-network model |
| | P. Herman, F. Fiebig, A. Lansner (KTH Royal Inst. Technol., Sweden) |
| 15:40 - 16:00 | Break (20 min) |
| | --- General Session 2 (Chair: H. Yamamoto) --- |
| 16:00 - 16:30 | [GS2-1] Extracting image statistics by human and machine observers |
| | C.-C. Chen (Natl. Taiwan Univ., Taiwan) |
| 16:30 - 16:50 | [GS2-2] Distal axon as a potential oscillator for network activities in the hippocampus |
| | H. Kamiya (Hokkaido Univ., Japan) |
| 16:50 - 17:10 | [GS2-3] Multi-scale calcium imaging in the visual cortex of marmoset monkeys |
| | T. Matsui, T. Hashimoto, T. Murakami, M. Uemura, K. Kikuta, T. Kato, K. Ohki (Univ. Tokyo, Japan) |
| 17:10 - 17:30 | [GS2-4] Microfabrication methods for the analysis of ion channel functions |
| | A. Hirano-Iwata (Tohoku Univ., Japan) |
| |
| ----------------------------------------------- |
| |
| Feb. 14 |
| | --- Special Session 2 (Chair: M. Kimura) --- |
| | "Brain-like Integrated System: Device, Circuit, System, etc." |
| 9:30 - 9:50 | [SS2-1] Brain-like integrated system using thin-film devices |
| | M. Kimura (Ryukoku Univ., Japan) |
| 9:50 - 10:20 | [SS2-2] Memristor enabled future computing beyond CMOS |
| | K. M. Kim (KAIST, Korea) |
| 10:20 - 10:35 | Break (15 min) |
| 10:35 - 10:55 | [SS2-3] Weightless neural network with high write error rate MRAM: Pattern matching and recognition |
| | H. Arai, H. Imamura (AIST, Japan) |
| 10:55 - 11:15 | [SS2-4] Elastic neural network on-chip |
| | R. Zhang, M. Wu, Y. Kan, Y. Chen, Y. Nakashima (NAIST, Japan) |
| 11:15 - 13:00 | Lunch Break |
| | --- Special Session 3 (Chair: S. Sato) --- |
| | "Designing the Human-Centric IoT Society -Cooperative Industry-Academic Strategies for Creative Future Connection" |
| 13:00 - 13:15 | [SS3-1] Introduction to the "Designing the Human-Centric IoT Society" Program |
| | Y. Horio (Tohoku Univ., Japan) |
| 13:15 - 13:30 | [SS3-2] Technology Vision for Well-being Society |
| | M. Morishima (Tokyo Electron Ltd., Japan) |
| 13:30 - 13:45 | [SS3-3] Towards large-scale cyber-physical-human systems - vision for one of KTH Digitalisation projects |
| | P. Herman (KTH Royal Inst. Technol., Sweden) |
| 13:45 - 14:05 | [SS3-4] Value-sensitive design and well-being |
| | K. Naoe (Tohoku Univ., Japan) |
| 14:05 - 14:15 | Break (10 min) |
| 14:15 - 14:35 | [SS3-5] The human aspect of technology and design thinking |
| | H. Kanemitsu (Kanazawa Inst. Technol., Japan) |
| 14:35 - 15:05 | [SS3-6] AI ethics: An interdisciplinary approach |
| | Y.-H. Weng (Tohoku Univ., Japan) |
| 15:05 - 15:10 | Break (5 min) |
| 15:10 - 16:00 | Panel Discussion: AI and well-being |
| | Coordinator: Y. Horio |
| 16:00 - 17:30 | --- Poster Session --- |
| [P-1] Data-driven approach for structure estimation of neural networks |
| | R. Masahiro, T. Omori (Kobe Univ., Japan) |
| [P-2] Machine learning algorithm for estimating odor pleasantness by sparse modeling method |
| | M. Yokoi, T. Omori (Kobe Univ., Japan) |
| [P-3] Online statistical Algorithm for estimation and control of neuronal dynamics |
| | S. Fukami, T. Omori (Kobe Univ., Japan) |
| [P-4] Input pattern discrimination depending on inputs frequency in hippocampal granule cells |
| | N. Nakajima, Y. Hosoya, H. Hayakawa, T. Aihara (Tamagawa Univ., Japan) |
| [P-5] Temporal development and dimensionality of figure-ground signals in monkey V4 |
| | A. Kodama, K. Sakai (Univ. Tsukuba, Japan) |
| [P-6] A role of rhythmic oscillations in top-down influence of visual areas in perceptual learning |
| | R. Tani, Y. Kashimori (Univ. Electro-Commun., Japan) |
| [P-7] A neural network model for gustatory working memory in orbitofrontal cortex |
| | L. C. Antaket, Y. Kashimori (Univ. Electro-Commun., Japan) |
| [P-8] An experimental study on the spontaneous firing of single isolated neurons in autaptic culture using micropatterned substrates |
| | K. Hattori, K. Sato, H. Takahashi, T. Hayakawa, S. Oguma, M. Ishida, H. Yamamoto, A. Hirano-Iwata, T. Tanii (Waseda Univ., Japan) |
| [P-9] Stimulation of micropatterned neurons with a pair of needle electrodes and the activity measurement |
| | J. Imai, K. Hattori, H. Kurakake, T. Hashimoto, K. Sato, H. Takahashi, S. Oguma, M. Ishida, H. Yamamoto, A. Hirano-Iwata, T. Tanii (Waseda Univ., Japan) |
| [P-10] Controlling synchronized bursting activity of micropatterned cortical cultures by electrical field noise |
| | K. Wakimura, H. Yamamoto, K. Ide, A. Hirano-Iwata (Tohoku Univ., Japan) |
| [P-11] Soft scaffolds suppress hypersynchronous network activity in cultured cortical neurons |
| | T. Sumi, H. Yamamoto, A. Hirano-Iwata (Tohoku Univ., Japan) |
| [P-12] Patterning neuronal networks in modular structure using thin PDMS microfluidics films |
| | T. Takemuro, H. Yamamoto, K. Wakimura, S. Sato, A. Hirano-Iwata (Tohoku Univ., Japan) |
| [P-13] Computational modeling of cultured neuronal networks and its reservoir computing applications |
| | S. Moriya, H. Yamamoto, Z. Chen, K. Wakimura, A. Hirano-Iwata, S. Kubota, S. Sato (Tohoku Univ., Japan) |
| [P-14] LSI implementation and its evaluation of an Izhikevich neuron model |
| | Y. Tamura, S. Moriya, T. Kato, H. Yamamoto, M. Sakuraba, S. Sato, Y. Horio, J. Madrenas (Tohoku Univ., Japan) |
| [P-15] Reservoir network of biologically-plausible structure on pattern recognition |
| | Y. Dai, M. Sakuraba, S. Sato (Tohoku Univ., Japan) |
| [P-16] Computing based on pseudo-billiard dynamics in hypercube |
| | Y. Katori, M. Yamaguchi, H. Tamukoh, T. Morie (Future Univ. Hakodate, Japan) |
| [P-17] Bayesian slow feature analysis based on variational learning |
| | M. Yashima, T. Omori (Kobe Univ., Japan) |
| [P-18] The Future of Meetings by Smart Technology |
| | Y. Asakawa, J. Sakurai, Y. Kikuchi, Y. Koizumi, T. Sumi, K. Hanzawa, D. Shin (Tohoku Univ., Japan) |
| [P-19] Human-Centric Design towards society without regional disparities |
| | M. Sato, T. Mikami, T. Kato, T. Tanno, R. Sasaki, D. Yuxuan, S. Yamada (Tohoku Univ., Japan) |
| [P-20] The Role of <Human-Centered Technologies> in Society in 2040 |
| | T. Nara, D. Oguchi, V. De Zoysa, W. Suda, K. Takayama, K. Fukuda (Tohoku Univ., Japan) |
| |
| ----------------------------------------------- |
| |
| Feb. 15 |
| | --- General Session 3 (Chair: P. Herman) --- |
| 9:30 - 9:50 | [GS3-1] Improvements of two-photon microscopy techniques for understanding intravital phenomena |
| | K. Otomo, T. Nemoto (NIPS, Japan) |
| 9:50 - 10:20 | [GS3-2] Network interactions in the mouse visual cortex are predictive of perceptual decisions |
| | J. G. Orlandi, M. Abdolrahmani, R. Aoki, D. R. Lyamzin, A. Benucci (RIKEN, Japan) |
| 10:20 - 10:40 | [GS3-3] Data-driven approach for extracting neuronal nonlinear dynamics |
| | T. Omori (Kobe Univ., Japan) |
| 10:40 - 11:10 | [GS3-4] FORCE training networks of spiking neurons to perform arbitrary dynamics |
| | W. Nicola, C. Clopath (Univ. Calgary, Canada) |
| 11:10 - 11:20 | Break (10 min) |
| | --- General Session 4 (Chair: A. Hirano-Iwata) --- |
| 11:20 - 11:40 | [GS4-1] Spin-wave reservoir computing chip: Ultra low power consumption neural network hardware for sequential information learning and processing |
| | A. Hirose, R. Nakane, G. Tanaka (Univ. Tokyo, Japan) |
| 11:40 - 12:10 | [GS4-2] Strategies to dictate connectivity and functional organization in 2D and 3D neuronal cultures |
| | M. Montalà, E. Estévez-Priego, T. Fardet, S. Bottani, J. Soriano (Univ. Barcelona, Spain) |
| 12:10 - 12:30 | [GS4-3] Biointerface engineering technologies for manipulating neuronal network functions in culture |
| | H. Yamamoto, K. Wakimura, Z. Chen, T. Sumi, T. Takemuro, A. Hirano-Iwata, S. Sato (Tohoku Univ., Japan) |
| ----------------------------------------------- |
| 12:30 - 12:35 | Closing Remarks |
| | S. Sato (Tohoku Univ.) |