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身為一個熱愛美食、喜歡在城市裡挖掘驚喜的人,臺中公益路一直是我最常出沒的地方之一。這條路可說是「臺中人的美食戰場」,從精緻西餐到創意火鍋,從日式丼飯到義式早午餐,每走幾步,就會有完全不同的特色料理餐廳。 這次我特別花了一整個月,實際造訪了公益路上十間口碑不錯的餐廳。有的是網友熱推的打卡名店,也有隱藏在巷弄裡的小驚喜。我以環境氛圍、口味表現、價格CP值與再訪意願為基準,整理出這篇實測評比。希望能幫正在猶豫去哪裡吃飯的你,找到那一間「吃完會想再來」的餐廳。 評比標準與整理方向
這次我走訪的10家餐廳橫跨不同料理類型,從高質感牛排館到巷弄系早午餐,每一間都有自己獨特的風格。為了讓整體比較更客觀,我依照以下四大面向進行評比,並搭配實際用餐體驗來打分。
整體而言,我希望這份評比不只是「哪家好吃」,而是幫你在不同情境下(約會、家庭聚餐、朋友小聚、商業午餐)都能快速找到合適的選擇。畢竟,美食不只是味覺的滿足,更是一段段與朋友共享的生活記憶。 10間臺中公益路餐廳評比懶人包公益路向來是臺中人聚餐的首選地段,從火鍋、燒肉到中式料理與早午餐,每走幾步就有驚喜。以下是我實際造訪過的10間代表性餐廳清單,橫跨平價、創意、高級各路風格。
一頭牛日式燒肉|炭香濃郁的和牛饗宴,約會聚餐首選
走在公益路上,很難不被 一頭牛日式燒肉 的木質外觀吸引。低調卻不失質感的門面,搭配昏黃燈光與暖色調的內裝,讓人一進門就感受到濃濃的日式職人氛圍。店內空間不大,但桌距規劃得宜,每桌皆設有獨立排煙設備,烤肉時完全不怕滿身油煙味。 餐點特色
一頭牛的靈魂,絕對是他們招牌的「三國和牛拼盤」。 用餐體驗整體節奏掌握得非常好。店員會在你剛想烤下一片肉時貼心遞上夾子、幫忙換烤網,讓人完全不用分心。整場用餐過程就像一場表演,從視覺、嗅覺到味覺都被滿足。 綜合評分
地址:408臺中市南屯區公益路二段162號電話:04-23206800 官網:http://www.marihuana.com.tw/yakiniku/index.html 小結語一頭牛日式燒肉不僅是「吃肉的地方」,更像是一場五感盛宴。從進門那一刻到最後一道甜點,都能感受到他們對細節的用心。 TANG Zhan 湯棧|文青系火鍋代表,麻香湯底與視覺美感並重
在公益路這條美食戰線上,TANG Zhan 湯棧 是讓人一眼就會想走進去的那一種。 餐點特色
湯棧最有名的當然是它的「麻香鍋」。 用餐體驗整體氛圍比一般火鍋店更有質感。 綜合評分
地址:408臺中市南屯區公益路二段248號電話:04-22580617 官網:https://www.facebook.com/TangZhan.tw/ 小結語TANG Zhan 湯棧 把傳統火鍋做出新的樣貌保留臺式鍋物的溫度,又結合現代風格與細節服務,讓吃鍋這件事變得更有品味。 如果你想找一間兼具「好吃、好拍、好放鬆」的火鍋店,湯棧會是公益路上最有風格的選擇之一。 NINI 尼尼臺中店|明亮寬敞的義式早午餐天堂
如果說前兩間是肉食愛好者的天堂,那 NINI 尼尼臺中店 絕對是想放鬆、聊聊天的好地方。餐廳外觀以白色系與大片玻璃窗為主,陽光灑進室內,讓人一踏入就有種度假般的輕盈感。假日早午餐時段特別熱鬧,建議提早訂位。 餐點特色
NINI 的菜單融合義式與臺灣人口味,選擇多樣且份量十足。主打的 松露燉飯 濃郁卻不膩口,米芯保留微Q口感;而 香蒜海鮮義大利麵 則以新鮮白蝦、花枝與淡菜搭配微辣蒜香,口感層次豐富。 用餐體驗店內氣氛輕鬆不拘謹,無論是一個人帶電腦工作、或朋友聚餐,都能找到舒服角落。餐點上桌速度穩定,服務人員態度親切、補水與收盤都非常主動。整體節奏讓人覺得「時間變慢了」,很適合想遠離忙碌日常的人。 綜合評分
地址:40861臺中市南屯區公益路二段18號電話:04-23288498 小結語NINI 尼尼臺中店是一間能讓人放下手機、慢慢吃飯的餐廳。餐點不追求浮誇,而是以「剛剛好」的份量與風味,陪伴每個平凡午後。如果你在找一間能邊吃邊聊天、拍照也漂亮的早午餐店,NINI 會是你在公益路上最不費力的幸福選擇。 加分100%浜中特選昆布鍋物|平價卻用心的湯頭系火鍋,家庭聚餐好選擇
在公益路這條高質感餐廳林立的戰場上,加分100%浜中特選昆布鍋物 走的是截然不同的路線。它沒有浮誇的裝潢、也沒有高價位的套餐,但靠著實在的湯頭與親切的服務,默默吸引許多回頭客。每到用餐時間,總能看到家庭或情侶三兩成群地圍著鍋邊聊天。 餐點特色
主打 北海道浜中昆布湯底,湯頭清澈卻不單薄,越煮越能喝出海藻與柴魚的自然香氣。 用餐體驗整體氛圍偏家庭取向,桌距寬敞、座位舒適,帶小孩來也不覺擁擠。店員態度親切,補湯、收盤都很勤快,給人一種「被照顧著」的安心感。 綜合評分
地址:403臺中市西區公益路288號電話:0910855180 小結語加分100%浜中特選昆布鍋物是一間「不浮誇、但會讓人想再訪」的火鍋店。它不追求豪華擺盤,而是用最簡單的湯頭與新鮮食材,傳遞出家常卻不平凡的溫度。 印月餐廳|中式料理的藝術演繹,宴客與家庭聚會首選
說到臺中公益路的中式料理代表,印月餐廳 絕對是榜上有名。這間開業多年的餐廳以「中菜西吃」的概念聞名,把傳統中式料理以現代手法重新詮釋。從建築外觀到餐具擺設,每個細節都散發著低調的典雅氣息。 餐點特色
印月最令人印象深刻的是他們將傳統中菜融入創意手法。 用餐體驗服務方面完全對得起餐廳的高級定位。從入座、點餐到上菜節奏,都拿捏得恰如其分。每道菜都會有服務人員細心介紹食材與吃法,讓人感受到「被款待」的尊榮感。 綜合評分
地址:408臺中市南屯區公益路二段818號電話:0422511155 小結語印月餐廳是一間「不只吃飯,更像品味生活」的地方。 KoDō 和牛燒肉|極致職人精神,專為儀式感與頂級味覺而生
若要形容 KoDō 和牛燒肉 的用餐體驗,一句話足以總結——「像在欣賞一場關於肉的表演」。 餐點特色
這裡主打 日本A5和牛冷藏肉,以「精切厚燒」的方式呈現。 用餐體驗KoDō 的最大特色是「儀式感」。 綜合評分
地址:403臺中市西區公益路260號電話:0423220312 官網:https://www.facebook.com/kodo2018/ 小結語KoDō 和牛燒肉不是日常餐廳,而是一場體驗。 永心鳳茶|在茶香裡用餐的優雅時光,臺味早午餐的新詮釋
走進 永心鳳茶公益店,彷彿進入一間有氣質的茶館。 餐點特色
永心鳳茶的餐點結合中式靈魂與西式擺盤,無論是「炸雞腿飯」還是「紅玉紅茶拿鐵」,都能讓人感受到熟悉卻不平凡的味道。 用餐體驗店內服務人員態度溫和,對茶品介紹詳盡。上餐節奏剛好,不急不徐。 綜合評分
地址:40360臺中市西區公益路68號三樓(勤美誠品)電話:0423221118 小結語永心鳳茶讓人重新定義「臺味」。 三希樓|老饕級江浙功夫菜,穩重又帶人情味的中式饗宴
位於公益路上的 三希樓 是許多臺中老饕的口袋名單。 餐點特色
三希樓的菜色以 江浙與港式料理 為主,兼顧傳統與現代風味。 用餐體驗三希樓的服務給人一種老派但貼心的感覺。 綜合評分
地址:408臺中市南屯區公益路二段95號電話:0423202322 官網:https://www.sanxilou.com.tw/ 小結語三希樓是一間「吃得出功夫」的餐廳。 一笈壽司|低調奢華的無菜單日料,職人手藝詮釋旬味極致
在熱鬧的公益路上,一笈壽司 低調得幾乎不顯眼。 餐點特色
一笈壽司採 Omakase(無菜單料理) 形式,每一餐都由主廚根據當日食材設計。 用餐體驗整場用餐約90分鐘,節奏緩慢但沉穩。 綜合評分
地址:408臺中市南屯區公益路二段25號電話:0423206368 官網:https://www.facebook.com/YIJI.sushi/ 小結語一笈壽司是一間真正讓人「放慢呼吸」的餐廳。 茶六燒肉堂|人氣爆棚的和牛燒肉聖地,肉香與幸福感同時滿分
若要票選公益路上「最難訂位」的餐廳,茶六燒肉堂 絕對名列前茅。 餐點特色
茶六主打 和牛燒肉套餐,價格約落在 $700–$1000 間,份量與品質兼具。 用餐體驗茶六的服務效率相當高。店員親切、換網勤快、補水速度快,整場用餐流程流暢無壓力。 綜合評分
地址:403臺中市西區公益路268號電話:0423281167 官網:https://inline.app/booking/-L93VSXuz8o86ahWDRg0:inline-live-karuizawa/-LUYUEIOYwa7GCUpAFWA 小結語茶六燒肉堂用「穩定品質+輕奢氛圍」抓住了臺中年輕族群的心。 吃完10家公益路餐廳後的心得與結語吃完這十家餐廳後,臺中公益路不只是一條美食街,而是一段生活風景線。 有的餐廳講究細膩與儀式感,像 一頭牛日式燒肉 與 一笈壽司,讓人感受到食材最純粹的美好 有的則以親切與溫度打動人心,像 加分昆布鍋物、永心鳳茶,讓人明白吃飯不只是為了飽足,而是一種被照顧的幸福。 而像茶六燒肉堂、TANG Zhan 湯棧 這類人氣名店,則用穩定的品質與熱絡的氛圍,成為許多臺中人心中「想吃肉就去那裡」的代名詞。 這十家店,構成了公益路最動人的縮影 有華麗的,也有溫柔的;有傳統的,也有創新的。 每一家都在自己的風格裡發光,讓人吃到的不只是料理,而是一種生活的溫度與節奏。 對我而言,這不僅是一場美食旅程,更是一趟關於「臺中味道」的回憶之旅。 FAQ:關於臺中公益路美食常見問題Q1:公益路哪一區的餐廳最集中? Q2:需要提前訂位嗎? 最後的話若要用一句話形容這趟美食之旅,我會說: KoDō 和牛燒肉包廂適合尾牙嗎? 如果你也和我一樣喜歡用味蕾探索一座城市,那就把這篇公益路美食攻略收藏起來吧。加分100%浜中特選昆布鍋物家庭聚餐合適嗎? 無論是約會、慶生、家庭聚餐,或只是想犒賞一下辛苦的自己——這條路上永遠會有一間剛剛好的餐廳在等你。TANG Zhan 湯棧甜點好吃嗎? 下一餐,不妨從這10家開始。NINI 尼尼臺中店適合聚餐嗎? 打開手機、約上朋友,讓公益路成為你生活裡最容易抵達的小確幸。一頭牛日式燒肉停車方便嗎? 如果你有私心愛店,也歡迎留言分享,一笈壽司用餐環境舒服嗎? 你的推薦,可能讓我下一趟美食旅程變得更精彩。加分100%浜中特選昆布鍋物公司聚餐適合嗎? A research team has successfully studied ‘translation factors,’ crucial components of a cell’s protein synthesis machinery, that are several billion years old. A research team working at Uppsala University has succeeded in studying ‘translation factors’ – important components of a cell’s protein synthesis machinery – that are several billion years old. By studying these ancient ‘resurrected’ factors, the scientists were able to establish that they had much broader specificities than their present-day, more specialized counterparts. In order to survive and grow, all cells contain an in-house protein synthesis factory. This consists of ribosomes and associated translation factors that work together to ensure that the complex protein production process runs smoothly. While almost all components of the modern translational machinery are well known, until now scientists did not know how the process evolved. The new study, published in the journal Molecular Biology and Evolution, took the research group led by Professor Suparna Sanyal of the Department of Cell and Molecular Biology on an epic journey back into the past. A previously published study used a special algorithm to predict DNA sequences of ancestors of an important translation factor called elongation factor thermo-unstable, or EF-Tu, going back billions of years. The Uppsala research group used these DNA sequences to resurrect the ancient bacterial EF-Tu proteins and then to study their properties. The researchers looked at several nodes in the evolutionary history of EF-Tu. The oldest proteins they created were approximately 3.3 billion years old. Suparna Sanyal is a Professor at the Department of Cell and Molecular Biology, Uppsala University. Credit: David Naylor “It was amazing to see that the ancestral EF-Tu proteins matched the geological temperatures prevailing on Earth in their corresponding time periods. It was much warmer 3 billion years ago and those proteins functioned well at 70°C (158°F), while 300 million-year-old proteins were only able to withstand 50°C (122°F),” says Suparna Sanyal. The researchers were able to demonstrate that the ancient elongation factors are compatible with various types of ribosomes and therefore can be classified as ‘generalists’, whereas their modern descendants have evolved to fulfill ‘specialist’ functions. While this makes them more efficient, they require specific ribosomes in order to function properly. The results also suggest that ribosomes probably evolved their RNA core before the other associated translation factors. “The fact that we now know how protein synthesis evolved up to this point makes it possible for us to model the future. If the translation machinery components have already evolved to such a level of specialization, what will happen in future, for example, in the case of new mutations?” ponders Suparna Sanyal. The fact that researchers have demonstrated that it is possible to recreate such ancient proteins, and that extremely old translation factors work well with many different types of ribosomes, indicates that the process is of potential interest for protein pharmaceuticals research. If it turns out that other ancient components of protein synthesis were also generalists, it might be possible to use these ancient variants to produce therapeutic proteins in the future with non-natural or synthetic components. Reference: “Kinetic Analysis Suggests Evolution of Ribosome Specificity in Modern Elongation Factor-Tus from ‘Generalist’ Ancestors” by Arindam De Tarafder, Narayan Prasad Parajuli, Soneya Majumdar, Betül Kaçar and Suparna Sanyal, 19 April 2021, Molecular Biology and Evolution. DOI: 10.1093/molbev/msab114 Researchers have developed a new genetic comparison technique that allows for a detailed study of the evolution of the human brain and face. New genetic comparison technique developed at Stanford enables meticulous study of evolution of the human brain and face. In separate studies, researchers compared gene regulation related to brain and face development in humans and chimpanzees using a new technique. In both cases, they discovered new genetic differences between these species. One of the best ways to study human evolution is by comparing us with nonhuman species that, evolutionarily speaking, are closely related to us. That closeness can help scientists narrow down precisely what makes us human, but that scope is so narrow it can also be extremely hard to define. To address this complication, researchers from Stanford University have developed a new technique for comparing genetic differences. Through two separate sets of experiments with this technique, the researchers discovered new genetic differences between humans and chimpanzees. They found a significant disparity in the expression of the gene SSTR2 – which modulates the activity of neurons in the cerebral cortex and has been linked, in humans, to certain neuropsychiatric diseases such as Alzheimer’s dementia and schizophrenia – and the gene EVC2, which is related to facial shape. The results were published March 17 in Nature and Nature Genetics, respectively. An image, from previous research, of human cortical spheroids derived in the lab of Sergiu Pașca, associate professor of psychiatry and behavioral sciences. Credit: Timothy Archibald “It’s important to study human evolution, not only to understand where we came from, but also why humans get so many diseases that aren’t seen in other species,” said Rachel Agoglia, a recent Stanford genetics graduate student who is lead author of the Nature paper. The Nature paper details the new technique, which involves fusing human and chimpanzee skin cells that had been modified to act like stem cells – highly malleable cells that can be prodded to transform into a variety of other cell types (albeit not a full organism). “These cells serve a very important specific purpose in this type of study by allowing us to precisely compare human and chimpanzee genes and their activities side-by-side,” said Hunter Fraser, associate professor of biology at Stanford’s School of Humanities and Sciences. Fraser is senior author of the Nature Genetics paper and co-senior author of the Nature paper with Sergiu Pașca, associate professor of psychiatry and behavioral sciences in the Stanford School of Medicine. Close Comparisons The Fraser lab is particularly interested in how the genetics of humans and other primates compare at the level of cis-regulatory elements, which affect the expression of nearby genes (located on the same DNA molecule, or chromosome). The alternative – called trans-regulatory factors – can regulate the expression of distant genes on other chromosomes elsewhere in the genome. Due to their broad effects, trans-regulatory factors (such as proteins) are less likely to differ among closely related species than cis-regulatory elements. But even when scientists have access to similar cells from humans and chimpanzees, there is a risk of confounding factors. For example, differences in the timing of development between species is a significant hurdle in studying brain development, explained Pașca. This is because human brains and chimpanzee brains develop at very different rates and there is no exact way to directly compare them. By housing human and chimpanzee DNA within the same cellular nucleus, scientists can exclude most confounding factors. For the initial experiments using these cells, Agoglia coaxed the cells into forming so-called cortical spheroids or organoids – a bundle of brain cells that closely mimics a developing mammalian cerebral cortex. The Pașca lab has been at the forefront of developing brain organoids and assembloids for the purpose of researching how the human brain is assembled and how this process goes awry in disease. “The human brain is essentially inaccessible at the molecular and cellular level for most of its development, so we introduced cortical spheroids to help us gain access to these important processes,” said Pașca, who is also the Bonnie Uytengsu and Family Director of Stanford Brain Organogenesis. As the 3D clusters of brain cells develop and mature in a dish, their genetic activity mimics what happens in early neurodevelopment in each species. Because the human and chimpanzee DNA are bound together in the same cellular environment, they are exposed to the same conditions and mature in parallel. Therefore, any observed differences in the genetic activity of the two can reasonably be attributed to actual genetic differences between our two species. Through studying brain organoids derived from the fused cells that were grown for 200 days, the researchers found thousands of genes that showed cis-regulatory differences between species. They decided to further investigate one of these genes – SSTR2 – which was more strongly expressed in human neurons and functions as a receptor for a neurotransmitter called somatostatin. In subsequent comparisons between human and chimpanzee cells, the researchers confirmed this elevated protein expression of SSTR2 in human cortical cells. Further, when the researchers exposed the chimpanzee cells and human cells to a small molecule drug that binds to SSTR2, they found that human neurons responded much more to the drug than the chimpanzee cells. This suggests a way by which the activity of human neurons in cortical circuits can be modified by neurotransmitters. Interestingly, this neuromodulatory activity may also be related to disease since SSTR2 has been shown to be involved in brain disease. “Evolution of the primate brain may have involved adding sophisticated neuromodulatory features to neural circuits, which under certain conditions can be perturbed and increase susceptibility to neuropsychiatric disease,” said Pașca. Fraser said these results are essentially “a proof of concept that the activity we’re seeing in these fused cells is actually relevant for cellular physiology.” Investigating Extreme Differences For the experiments published in Nature Genetics, the team coaxed their fused cells into cranial neural crest cells, which give rise to bones and cartilage in the skull and face, and determine facial appearance. “We were interested in these types of cells because facial differences are considered some of the most extreme anatomical differences between humans and chimps – and these differences actually affect other aspects of our behavior and evolution, like feeding, our senses, brain expansion, and speech,” said David Gokhman, a postdoctoral scholar in the Fraser lab and lead author of the Nature Genetics paper. “Also, the most common congenital diseases in humans are related to facial structure.” In the fused cells, the researchers identified a gene expression pathway that is much more active in the chimpanzee genes of the cells than in the human genes – with one specific gene, called EVC2, appearing to be six times more active in chimpanzees. Existing research has shown that people who have inactive EVC2 genes have flatter faces than others, suggesting that this gene could explain why humans have flatter faces than other primates. What’s more, the researchers determined that 25 observable facial features associated with inactive EVC2 are noticeably different between humans and chimpanzees – and 23 of those are different in the direction the researchers would have predicted, given lower EVC2 activity in humans. In follow-up experiments, where the researchers reduced the activity of EVC2 in mice, the rodents, too, developed flatter faces. Another Tool in the Toolbox This new experimental platform is not intended to replace existing cell comparison studies, but the researchers hope it will support many new findings about human evolution, and evolution in general. “Human development and the human genome have been very well studied,” said Fraser. “My lab is very interested in human evolution, but, because we can build on such a wealth of knowledge, this work can also reveal new insights into the process of evolution more broadly.” Looking forward, the Fraser lab is working on differentiating the fused cells into other cell types, such as muscle cells, other types of neurons, skin cells, and cartilage to expand their studies of uniquely human traits. The Pașca lab, meanwhile, is interested in investigating genetic dissimilarities related to astrocytes – large, multi-functional cells in the central nervous system often overlooked by scientists in favor of the flashier neurons. “While people often think about how neurons have evolved, we should not underestimate how astrocytes have changed during evolution. The size difference alone, between human astrocytes and astrocytes in other primates, is massive,” said Pașca. “My mentor, the late Ben Barres, called astrocytes ‘the basis of humanity’ and we absolutely think he was onto something.” References: “Primate cell fusion disentangles gene regulatory divergence in neurodevelopment” by Rachel M. Agoglia, Danqiong Sun, Fikri Birey, Se-Jin Yoon, Yuki Miura, Karen Sabatini, Sergiu P. Pașca and Hunter B. Fraser, 17 March 2021, Nature. DOI: 10.1038/s41586-021-03343-3 “Human–chimpanzee fused cells reveal cis-regulatory divergence underlying skeletal evolution” by David Gokhman, Rachel M. Agoglia, Maia Kinnebrew, Wei Gordon, Danqiong Sun, Vivek K. Bajpai, Sahin Naqvi, Coral Chen, Anthony Chan, Chider Chen, Dmitri A. Petrov, Nadav Ahituv, Honghao Zhang, Yuji Mishina, Joanna Wysocka, Rajat Rohatgi and Hunter B. Fraser, 17 March 2021, Nature Genetics. DOI: 10.1038/s41588-021-00804-3 Additional Stanford co-authors for the Nature paper are former research assistant Danqiong Sun, postdoctoral scholar Fikri Birey, senior research scientist Se-Jin Yoon, postdoctoral scholar Yuki Miura, and former research associate Karen Sabatini. This work was funded by a Stanford Bio-X Interdisciplinary Initiatives Seed Grant, the National Institutes of Health, the Department of Defense, the Stanford Center for Computational, Evolutionary and Human Genomics, the Stanford Medicine’s Dean’s Fellowship, MCHRI, the American Epilepsy Society, the Stanford Wu Tsai Neurosciences Institute’s Big Idea Grants on Brain Rejuvenation and Human Brain Organogenesis, the Kwan Research Fund, the New York Stem Cell Robertson Investigator Award, and the Chan Zuckerberg Ben Barres Investigator Award. Additional Stanford co-authors for the Nature Genetics paper are graduate student Maia Kinnebrew; former undergraduate Wei Gordon; former technician Danqiong Sun; postdoctoral research fellows Vivek Bajpai and Sahin Naqvi; Dmitri Petrov, the Michelle and Kevin Douglas Professor in the School of Humanities and Sciences; Joanna Wysocka, the Lorry Lokey Professor and professor of developmental biology; and Rajat Rohatgi, associate professor of biochemistry and of medicine. Researchers from University of California, San Francisco; University of Michigan, Ann Arbor; Yerkes National Primate Research Center; Emory University School of Medicine; and University of Pennsylvania are also co-authors. This work was funded by the Human Frontier, Rothschild and Zuckerman fellowships, and the National Institutes of Health. Fraser is a member of Stanford Bio-X, the Maternal & Child Health Research Institute (MCHRI), and the Stanford Cancer Institute. Pașca is a member of Stanford Bio-X, MCHRI and the Wu Tsai Neurosciences Institute, and a faculty fellow of Stanford ChEM-H. A microscopy image of neural cells where fluorescent markers show different types of cells. Green marks neurons and axons, purple marks neurons, red marks dendrites, and blue marks all cells. Where multiple markers are present, colors are merged and typically appear as yellow or pink depending on the proportion of markers. Credit: Cortical Labs DishBrain reveals how human neurons work together to process information. New research shows that when neurons are given information about the changing world around them (task-related sensory input) it changes how they behave, putting them on edge so that tiny inputs can then set off ‘avalanches’ of brain activity, supporting a theory known as the critical brain hypothesis. The researchers, from Cortical Labs and The University of Melbourne, used DishBrain – a collection of 800,000 human neural cells learning to play Pong. The study was published recently in the journal Nature Communications It is the strongest evidence to date in support of a controversial theory of how the human brain processes information. According to the critical brain hypothesis, big complex behaviors are only made possible when neurons are so on edge that tiny inputs can set off “avalanches” of brain activity. This fine-balanced state is known as a “neural critical” state, and lies between two extremes – the runaway excitation seen in disorders such as epilepsy, and a coma state where signals stall. “It not only shows the network reorganizing into a near-critical state as it is fed structured information but that reaching that state also leads to better task performance,” says Dr. Brett Kagan, Chief Scientific Officer of biotech start-up Cortical Labs, which created DishBrain. “The results are astonishing, way beyond what we thought we would achieve.” The research adds a vital piece to the puzzle of the critical brain hypothesis. Forough Habibollahi, first author of the study. Credit: Forough Habibollahi Key Findings and Implications Until now, there has been little experimental evidence demonstrating whether criticality is a general feature of biological neuronal networks or whether it is related to informational load. “Our results suggest that near-critical network behavior emerges when the neural network is engaged in a task but not when left unstimulated,” says Dr. Kagan. However, Dr. Kagan’s research shows that criticality alone is insufficient to drive learning by a neural network. “Learning requires a feedback loop, where the network is given additional information about the consequences of an action,” says Dr. Kagan. The latest research underlines the potential for DishBrain to help unlock the secrets of the human brain and how it works, which is not possible with animal models. “Usually to study the brain, especially on the scale of neurons, researchers have to use animal models, but in doing so, there are lots of difficulties and one can only have a limited number of subjects,” says first author Dr. Forough Habibollahi, a research fellow at Cortical Labs. “So when I saw DishBrain’s unique ability to answer different types of questions in a way nobody else could, I was super excited to start this project and join the team.” Applications and Future Possibilities Doctors also see great potential for the research to help discover treatments for crippling brain diseases. “The DishBrain criticality project has been an amazing collaborative experience between Cortical Labs, Biomedical Engineering and Neurology,” says paper author Dr. Chris French, leader of the Neural Dynamics Laboratory at the University of Melbourne’s Department of Medicine. “The critical dynamics of the DishBrain neurons should provide key biomarkers for diagnosis and treatment of a range of neurological diseases from epilepsy to dementia,” he says. By building a living model brain, scientists will be able to experiment using real brain function rather than flawed analogous models like a computer to not only explore brain function but also to test how drugs affect it. The research also has the potential to solve challenges facing brain-computer interfaces that could restore functions lost as a result of neural damage, says Professor Anthony Burkitt, an author on the paper and Chair of Bio Signals and Bio-Systems of the University of Melbourne’s Biomedical Engineering Department. “A key feature of the next generation of neural prostheses and brain-computer interfaces that we currently researching involves utilizing real-time closed-loop strategies,” he says. “So the results of this study could have important implications for understanding how these control and stimulation strategies interact with the neural circuits in the brain.” “This field of biological brain modeling is in its infancy but opens the way for a whole new area of science,” Dr. Kagan says. Reference: “Critical dynamics arise during structured information presentation within embodied in vitro neuronal networks” by Forough Habibollahi, Brett J. Kagan, Anthony N. Burkitt and Chris French, 30 August 2023, Nature Communications. DOI: 10.1038/s41467-023-41020-3 Abstract Critical dynamics arise during structured information presentation within embodied in vitro neuronal networks Forough Habibollahi, Brett J. Kagan, Anthony N. Burkitt, and Chris French Understanding how brains process information is an incredibly difficult task. Amongst the metrics characterizing information processing in the brain, observations of dynamic near-critical states have generated significant interest. However, theoretical and experimental limitations associated with human and animal models have precluded a definite answer about when and why neural criticality arises with links from attention, to cognition, to consciousness. To explore this topic, we used an in vitro neural network of cortical neurons that was trained to play a simplified game of ‘Pong’ to demonstrate Synthetic Biological Intelligence (SBI). We demonstrate that critical dynamics emerge when neural networks receive task-related structured sensory input, reorganizing the system to a near-critical state. Additionally, better task performance correlated with proximity to critical dynamics. However, criticality alone is insufficient for a neuronal network to demonstrate learning in the absence of additional information regarding the consequences of previous actions. These findings offer compelling support that neural criticality arises as a base feature of incoming structured information processing without the need for higher-order cognition. RRG455KLJIEVEWWF 永心鳳茶長輩會喜歡嗎? 》台中公益路餐廳推薦|10間必吃美食實測評比一笈壽司會太油嗎? 》公益路2026餐廳推薦|10家值得一吃再吃茶六燒肉堂飲料值得加點嗎? 》公益路美食推薦|吃貨實測十間真心話 |
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