Dec. 5 | |
9:00-9:05 | Opening Remarks (On-demand Video) |
| A. Hirano-Iwata (Tohoku Univ., Japan) |
9:05-12:00 | --- General Session (Invited Talks, On-demand Video) --- |
| [GS-1] Towards holistic brain-like neural network approach to pattern recognition: unsupervised representation learning |
| P. Herman, N. B. Ravichandran, A. Lansner (KTH Royal Institute of Technology, Sweden) |
| [GS-2] The error scaling of spike-timing/sequence codes |
| W. Nicola, C. Clopath (Univ. Calgary, Canada) |
| [GS-3] Spiking neural signal processing with real-time hardware execution |
| J. Madrenas, M. Zapata, C. Bonfanti, A. Caruso, J. Á. Oltra, B. Vallejo, S. Moriya, S. Sato (Polytechn. Univ. Catalonia, Spain) |
| [GS-4] CMOS analog neural circuit for edge computing |
| S. Sato, Y. Tamura, S. Moriya, H. Yamamoto, M. Sakuraba, Y. Horio, J. Madrenas (RIEC, Tohoku Univ., Japan) |
| [GS-5] Physical reservoir computing in neural-network hardware history: Dynamics features of spin-wave and optical reservoirs |
| A. Hirose, R. Nakane, J. B. Héroux, T. Yamane, H. Numata, D. Nakano, G. Tanaka (Univ. Tokyo, Japan) |
| [GS-6] Reservoir computing based on pseudo-billiard dynamics in hypercube and its applications |
| Y. Katori (Future Univ. Hakodate, Japan) |
| [GS-7] A performance evaluation of deep neural networks training with noisy labels under the limit of the cost increases by group-teaching algorithm |
| T. Samura, K. Tadamura (Yamaguchi Univ., Japan) |
| [GS-8] Dynamic tuning of axonal excitability in the hippocampus |
| H. Kamiya (Hokkaido Univ., Japan) |
| [GS-9] Artificial cell membrane as a drug screening platform for ion channel proteins |
| A. Hirano-Iwata (Tohoku Univ., Japan) |
| [GS-10] Two-photon calcium imaging in the motor cortex of non-human primates during movement tasks |
| Y. Masamizu, T. Ebina, M. Matsuzaki (RIKEN, Japan) |
| [GS-11] Tuning the richness of spontaneous activity patterns in neuronal cultures through engineering |
| M. Montalá, E. Estévez-Priego, S. Faci-Lázaro, J. Gómez-Gardeñes, A.-A. Ludl, J. Soriano-Fradera (Univ. Barcelona, Spain) |
| [GS-12] Ultrasoft silicone gel as a biomimetic scaffold for culturing neuronal networks in vitro |
| H. Yamamoto, T. Sumi, A. Hirano-Iwata, S. Sato (Tohoku Univ., Japan) |
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10:00-12:00 | --- Q & A Session for Invited Talks (Chat) --- |
12:00 - 13:00 | Lunch Break |
| --- Special Session (Invited Talks, Zoom Meeting, Chair: Y. Horio) --- |
| "The 2nd International Symposium on Designing the Human-Centric IoT Society" |
13:00- 13:05 | [TS-1] Introduction |
| Y. Horio (Tohoku Univ., Japan) |
13:05- 13:30 | [TS-2] Incorporating cognitive process into computational motor control models ---Towards an understanding of cognitive factors in executing motor skills --- |
| Y. Sakaguchi (Univ. Electro-Commun., Japan) |
13:30- 13:55 | [TS-3] Nanoelectronics technology for the sustainable planet |
| M. Yamaguchi (Tokyo Electron Ltd., Japan) |
13:55- 14:20 | [TS-4] Design-centered AI governance |
| Y.-H. Weng (Tohoku Univ., Japan) |
14:20- 14:45 | [TS-5] Externalism of mind: integrated system of human and machine |
| Y. Murakami (Rikkyo Univ., Japan) |
| Break (15 min) |
15:00- 17:00 | --- Poster Session (Interactive Discussion, Zoom Meeting) --- |
| [ID-1] Brain-like unsupervised feature pooling using spatially jitterred samples |
| T. Shinozaki (NICT, Japan) |
| [ID-2] Digital implement of 3-layered neural networks with stochastic activation, shunting inhibition, and a dual-rail backpropagation |
| Y. Sasaki, K. Nishida, M. Akai-Kasaya, T. Asai (Hokkaido Univ., Japan) |
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| [ID-3] Application analysis to a reservoir computing scheme by assisting nonlinear response with simple external control |
| S. Kan, K. Nakajima, T. Asai, M. Akai-Kasaya (Hokkaido Univ., Japan) |
| [ID-4] Reservoir computing properties in spiking neural network models with modular topology |
| T. Sumi, H. Yamamoto, S. Moriya, T. Takemuro, S. Sato, A. Hirano-Iwata (Tohoku Univ., Japan) |
| [ID-5] (retracted)
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| [ID-6] Estimation of neural dynamics with particle Markov chain Monte Carlo |
| H. Inoue, K. Hukushima, T. Omori (Kobe Univ., Japan) |
| [ID-7] Influence of extracellular electric fields on network model of neocortical neural circuits |
| N. Matsumoto, T. Omori (Kobe Univ., Japan) |
| [ID-8] Extracellular stimulation of a target neuron in a micropatterned neuronal circuit using a pair of needle electrodes |
| K. Hattori, M. Ishida, H. Takahashi, S. Oguma, H. Yamamoto, A. Hirano-Iwata, T. Tanii (Waseda Univ., Japan) |
| [ID-9] Microcontact printing of extracellular matrix proteins for neuronal patterning on high-density multielectrode arrays |
| Y. Sato, H. Yamamoto, T. Takemuro, T. Sumi, T. Konno, S. Sato, A. Hirano-Iwata (Tohoku Univ., Japan) |
| [ID-10] Beyond the division∼to reach our new steps |
| Y. Kikuchi, T. Takemuro, M. Ono, G. Takamim, S. Otomo, Z. Ni (Tohoku Univ., Japan) |
| [ID-11] The state of the design of a human-centered information terminal |
| D. Oguchi, Y. Kanke, M. Chiba, A. Saita, K. Kudou, Y. Sakamoto (Tohoku Univ., Japan) |
| [ID-12] Proposals for new AI and human concepts |
| A. Fujimoto, D. Choi, M. Inoue, R. Takahashi, S. Moribe, Y. Asakawa (Tohoku Univ., Japan) |
| [ID-13] A new normal lifestyle with mobile housing |
| T. Nara, S. Tanaka, S. Kumagai, Y. Sato, K. Fukuda (Tohoku Univ., Japan) |
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17:00 - 17:10 | Closing Remarks |
| Y. Horio, S. Sato (Tohoku Univ.) |