Enter next-gen mean-field models: an approach developed in the past few years that gives an exact reduction of pop dynamics, including synchrony. You can build them w/many neuron models, including theta neurons, quadratic LIFs, and Itzkevitch neurons https
@rich_gast @NUFeinbergMed @Antihebbiann @SaraASolla Great Review! Deep dive into coupled oscillators and population dynamics [43 pp, 250 refs - https://t.co/qu7xjVfgof] - relevant to EEG waves, binding, LARGE populations! Rafa Yuste 2005 reviewed #neurob
Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review | The Journal of Mathematical Neuroscience | Full Text https://t.co/p6vodmvEgM
Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review | The Journal of Mathematical Neuroscience | Full Text https://t.co/p6vodmvEgM t
Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review | The Journal of Mathematical Neuroscience | Full Text https://t.co/p6vodmvEgM
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
RT @BickMath: How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscill…
RT @math_martens: I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just…
How does network structure affect function of coupled oscillator networks? Our review on reduction methods for coupled oscillators is out today in J Math Neuroscience: OpenAccess at https://t.co/45LW0ZG898. Joint work with @mgfellow, Carlo Laing, and @math
I'm pleased to share our extensive review on dimensional reduction methods for networks of oscillators and neurons - just published today! https://t.co/wvuw0oP0k6
Here's our recent review on dimensional reduction of oscillator networks -- coming up in journal mathematical neuroscience:
RT @PiyushGrover101: @DynamicsSIAM I know this recent one: https://t.co/zphWA9oXe8 which summarizes the mean-field approach for coupled osc…
@DynamicsSIAM I know this recent one: https://t.co/zphWA9oXe8 which summarizes the mean-field approach for coupled oscillators in biology.
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
RT @BickMath: How is it possible to understand how network interactions give rise to collective dynamics such as synchrony if there are mil…
RT @BickMath: How is it possible to understand how network interactions give rise to collective dynamics such as synchrony if there are mil…
RT @BickMath: How is it possible to understand how network interactions give rise to collective dynamics such as synchrony if there are mil…
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
RT @BickMath: How is it possible to understand how network interactions give rise to collective dynamics such as synchrony if there are mil…
Hi Christian, from a cursory read this is very nice work, and I look forward to seeing it published. I'll contact you with more feedback once I digest it a bit.
How is it possible to understand how network interactions give rise to collective dynamics such as synchrony if there are millions of oscillators? The first draft of our new review on oscillator network reductions w @mgfellow now on arXiv: https://t.co/T7A
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
RT @DynamicsSIAM: New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a r…
New on arXiv: "Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a review" (by Christian Bick, Marc Goodfellow, Carlo R. Laing, Erik Andreas Martens): https://t.co/UJSZA2TUbn
Understanding the dynamics of biological and neural oscillator networks through mean-field reductions: a review. (arXiv:1902.05307v1 [https://t.co/UHjaIa6TNl]) https://t.co/OeUikcc0JV #biophysics