# On balanced neural networks - with Nicolas Brunel - #34 Page: https://stenobird.com/podcast/theoretical-neuroscience-podcast-6657149/on-balanced-neural-networks-with-nicolas-brunel-34 Text version: https://stenobird.com/podcast/theoretical-neuroscience-podcast-6657149/on-balanced-neural-networks-with-nicolas-brunel-34.md Podcast: [Theoretical Neuroscience Podcast](https://stenobird.com/podcast/theoretical-neuroscience-podcast-6657149) Published: 2025-11-08T06:00:00+00:00 Episode link: https://431c9cd0-a1ff-4f9a-ac41-4fca68240d88.libsyn.com/on-balanced-neural-networks-with-nicolas-brunel-34 Audio file: https://traffic.libsyn.com/secure/431c9cd0-a1ff-4f9a-ac41-4fca68240d88/ThN-034-NicolasBrunel_mixdown.mp3?dest-id=4181327 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/theoretical-neuroscience-podcast-6657149/episodes/on-balanced-neural-networks-with-nicolas-brunel-34 Duration seconds: 5939 ## Resource An important discovery that has come out of computational neuroscience, is that cortical neurons in vivo appear to receive so-called balanced inputs. In the balanced state the excitatory and inhibitory synaptic inputs to a neuron are about equal, and action potentials occur when a fluctuation temporarily makes the excitation dominate. The theory, for example, explains the observed irregular firing of cortical neurons in the background state. Today's guest was one of the key developers of the theory in the late 1990s. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/theoretical-neuroscience-podcast-6657149/episodes/on-balanced-neural-networks-with-nicolas-brunel-34/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/theoretical-neuroscience-podcast-6657149/on-balanced-neural-networks-with-nicolas-brunel-34.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.