The balance of excitation and inhibition and a canonical cortical computation
Yashar Ahmadian · Cambridge, UK
Normalization
15 items across 3 concepts · last seminar 27 Apr 2022
15 results
Newest first
Seminars3
2022
2021
A theory for Hebbian learning in recurrent E-I networks
Samuel Eckmann · Gjorgjieva lab, Max Planck Institute for Brain Research, Frankfurt, Germanyvia response normalization
2020
Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference
Máté Lengyel · University of Cambridgevia divisive normalization
ePosters12
COSYNE 2025
Bayesian causal inference predicts center-surround interactions in MT
Gabor Lengyel, Sabyasachi Shivkumar, Gregory DeAngelis, Ralf Haefnervia divisive normalization
Divisive normalization underlying efficient inference in a deep generative model account of V1
Domonkos Martos, Josefina Catoni, Ferenc Csikor et al.via divisive normalization
FENS2024 · 2 ePosters
2024
Neural pathways and computations that achieve stable contrast processing tuned to natural scenes
Burak Gür, Luisa F. Ramirez, Jacqueline Cornean et al.via divisive normalization
SHORT-TERM PLASTICITY DYNAMICS OF EXCITATION-INHIBITION BALANCE IN MOUSE HIPPOCAMPAL CA3-CA1 NETWORK
via divisive normalization
COSYNE2023 · 4 ePosters, 2022 · 3 ePosters
2023
Input-dominated Hebbian learning enables image-computable E-I networks
Samuel Eckmann, Yashar Ahmadian, Máté Lengyelvia response normalization
Learning a divisive normalization model with a denoising objective
Xinyuan Zhao & Eero Simoncellivia divisive normalization
Divisive normalization as a mechanism for hierarchical causal inference in motion perception
Boris Penaloza, Sabyasachi Shivkumar, Gabor Lengyel et al.via divisive normalization
Heterogeneity in normalization and attentional modulation in a circuit model
Deying Song & Chengcheng Huang
2022
Divisive normalization shapes evidence accumulation during dynamic decision-making
Victoria Shavina, Valerio Mantevia divisive normalization
Localized balance of excitation and inhibition leads to normalization
Yashar Ahmadianvia divisive normalization
Relating Divisive Normalization to Modulation of Correlated Variability in Primary Visual Cortex
Oren Weiss, Hayley Bounds, Hillel Adesnik, Ruben Coen-Caglivia divisive normalization
Neuromatch 52022 · 1 ePoster
2022
Brain-like visual surround suppression in generic CNNs: successes and limitations
Annie DeForgevia divisive normalization