“Interestingly, this predictive learning rule can be derived from a metabolic principle, whereby neurons need to minimize their own synaptic activity (cost) while maximizing their impact on local blood supply by recruiting other neurons.”
RT @NeuroAnton: Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgR…
RT @NeuroAnton: Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgR…
RT @leafs_s: Nature Machine Intelligence Neurons learn by predicting future activism https://t.co/dq4wIPwJHs
RT @NeuroAnton: Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgR…
各ニューロンが将来の自己の活動を予測する(surpriseを減少させる)学習をしているという論文.学習則はContrastive Hebbian learningの近似であり,かつ各ニューロンのエネルギー効率の最適化原理から導けるという主張.ラットA1の神経活動データを用いた考察もしている. https://t.co/fqWBgBFNXz
RT @NeuroAnton: Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgR…
RT @NeuroAnton: Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgR…
RT @leafs_s: Nature Machine Intelligence Neurons learn by predicting future activism https://t.co/dq4wIPwJHs
Nature Machine Intelligence Neurons learn by predicting future activism https://t.co/dq4wIPwJHs
RT @NeuroAnton: Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgR…
Well, it's fascinating stuff ⚡️ 𝗡𝗲𝘂𝗿𝗼𝗻𝘀 𝗹𝗲𝗮𝗿𝗻 𝗯𝘆 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗻𝗴 𝗳𝘂𝘁𝘂𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗶𝘁𝘆 https://t.co/e7N7ReG7Y7 https://t.co/xTrl0lgReZ
"Neurons learn by predicting future activity" by Yoshimasa Kubo (Nature Machine Intelligence) (https://t.co/nHSTXLxLjD) https://t.co/XAk7MUzDc5