Program
Tuesday, January 14, 2020
| Time |
Event |
|
|
08:45 - 09:00
|
Reception open - Coffee & Croissants |
|
|
09:00 - 11:50
|
Detailed Models |
|
|
09:00 - 09:10
|
Welcome - Marja-Leena Linne (FI) |
|
|
09:10 - 09:50
|
Modeling synaptic plasticity at molecular, cellular and network levels - Ausra Saudargiene (LSMUNI, lt) |
|
|
09:50 - 10:00
|
Discussion |
|
|
10:00 - 10:20
|
Break (coffee, tea, mineral water) |
|
|
10:20 - 11:00
|
Towards a unifying model of synaptic plasticity: LTP and LTD of pyramidal cell connections - Giuseppe Chindemi (EPFL) |
|
|
11:00 - 11:10
|
Discussion |
|
|
11:10 - 11:40
|
Reward learning – insights from subcellular level modeling - Jeanette Hellgren (KTH, SE) |
|
|
11:40 - 11:50
|
Discussion |
|
|
11:50 - 13:20
|
Warm Buffet Lunch at the venue |
|
|
13:20 - 17:30
|
Data and Phenomenological Models |
|
|
13:20 - 14:00
|
Exploring the learning principle in the brain - Taro Toyoizumi (Tokyo) |
|
|
14:00 - 14:10
|
Discussion |
|
|
14:10 - 14:40
|
Paradoxical Results of Long-Term Potentiation explained by Voltage-based Plasticity Rule - Claire Meissner-Bernard (FMI Basel) |
|
|
14:40 - 14:50
|
Discussion |
|
|
14:50 - 15:20
|
Modeling spine dynamics and synaptic plasticity - Wulfram Gerstner (EPFL) |
|
|
15:20 - 15:30
|
Discussion |
|
|
15:30 - 16:00
|
Break (coffee, tea, mineral water) |
|
|
16:00 - 16:40
|
Unconventional NMDA Receptor Signalling at Neocortical Synapses - Jesper Sjostrom (McGill) |
|
|
16:40 - 16:50
|
Discussion |
|
|
16:50 - 17:20
|
Neuroglia in brain functions and plasticity: Experiments and modeling - Marja-Leena Linne (FI) |
|
|
17:20 - 17:30
|
Discussion |
|
|
17:30 - 17:45
|
Organizational Information |
|
Wednesday, January 15, 2020
| Time |
Event |
|
|
08:30 - 09:00
|
Reception - Coffee & Croissants |
|
|
09:00 - 10:40
|
Spines and Dendrites |
|
|
09:00 - 09:40
|
Dendritic plasticity driven by spontaneous activity organizes synaptic inputs - Jan Kirchner (MPI) |
|
|
09:40 - 09:50
|
Discussion |
|
|
09:50 - 10:30
|
Gating synaptic plasticity by neuromodulation in cortical networks - Katharina Wilmes (Imperial College London) |
|
|
10:30 - 10:40
|
Discussion |
|
|
10:40 - 11:00
|
Break (coffee, tea, mineral water) |
|
|
11:00 - 17:00
|
Deep Nets and Neuroscience |
|
|
11:00 - 11:40
|
Deep intelligence emerges through data-compatible plasticity models in recurrent spiking neural networks - Guillaume Bellec (Graz) |
|
|
11:40 - 11:50
|
Discussion |
|
|
11:50 - 12:20
|
A synaptic plasticity rule that takes account of stimulus reliabilities - Walter Senn (BERN) |
|
|
12:20 - 12:30
|
Discussion |
|
|
12:30 - 14:00
|
Warm Buffet Lunch at the venue |
|
|
14:00 - 14:40
|
Biologically plausible deep learning with direct reward reinforcement learning - Sander Bohte (CWI) |
|
|
14:40 - 14:50
|
Discussion |
|
|
14:50 - 15:30
|
Emergence of Separable Geometry in Deep Networks and the Brain - SueYeon Chung (Columbia Univ and MIT) |
|
|
15:30 - 15:40
|
Discussion |
|
|
15:40 - 16:10
|
Computational imprecisions in reward-guided learning - Charles Findling (ENS Paris, Fr) |
|
|
16:10 - 16:20
|
Discussion |
|
|
16:20 - 17:00
|
Break (coffee, tea, mineral water) |
|
|
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