Neuromodulation of Adaptive Learning: Theoretical Lessons Learned From Invertebrate and Vertebrate Brains (TP24NM)
A symposium connected to the program will be held from July 8-12, 2024.
Title: Neuromodulation of Adaptive Learning: Theoretical Lessons Learned From Invertebrate and Vertebrate Brains
Abstract: In this thematic program, we will focus on how the multiscale organization of neuromodulatory systems affects real-time adaptation and meta-learning by shaping micro and mesoscale connectivity in various invertebrate and vertebrate species - cephalopods, songbirds, rodents, primates and humans. The program will bring together a critical pool of experimentalists and theoreticians to discuss how neuromodulators dynamically regulate local and inter-areal connectivity, synaptic plasticity and neuronal excitability in biological neural networks across animal species. A crucial goal of our program is to utilize the biological know-how on rich spatio-temporal patterns of connectivity to develop new theories, which could lead to the development of “neuromodulation-aware” artificial neural networks to enable real-time adaptation, and therefore, continual learning.
Program coordinators
Prof Srikanth Ramaswamy, Newcastle University, United Kingdom
Prof Arvind Kumar, KTH Royal Institute of Technology, Stockholm, Sweden
Prof Upi Bhalla, National Institute of Biological Sciences, Bangalore, India
Prof Vatsala Thirumalai, National Institute of Biological Sciences, Bangalore, India
Participants
To be confirmed