A professora do MIT adota uma abordagem matemática para explorar a memória, a navegaa§a£o e outras funa§aµes neurais.
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)
Ila Fiete, professora associada de ciências cerebrais e cognitivas do MIT, usa técnicas computacionais e matemáticas para estudar como o cérebro codifica informações de maneiras que possibilitam tarefas cognitivas, como aprendizado, memória e representação neural do ambiente.
Foto: Adam Glanzman
Enquanto fazia um pa³s-doutorado hácerca de 15 anos, Ila Fiete começou a procurar empregos na faculdade em Neurociênciacomputacional - um campo que usa ferramentas matemáticas para investigar a função cerebral. No entanto, não havia posições anunciadas em Neurociênciatea³rica ou computacional na anãpoca nos Estados Unidos.
"Nãoera realmente um campo", lembra ela. "Isso mudou completamente, e agora existem 15 a 20 vagas anunciadas por ano." Ela acabou encontrando uma posição no Centro de Aprendizagem e Mema³ria da Universidade do Texas em Austin, que, juntamente com um pequeno punhado de universidades, incluindo o MIT, estava aberta a neurobiologistas com formação em computação.
A computação éa pedra angular da pesquisa de Fiete no Instituto McGovern para Pesquisa do Canãrebro do MIT, onde atua como membro do corpo docente desde 2018. Usando técnicas computacionais e matemáticas, ela estuda como o cérebro codifica as informações de maneira a permitir tarefas cognitivas, como aprendizado, memória, e raciocanio sobre o que nos rodeia.
Uma área importante de pesquisa no laboratório de Fiete écomo o cérebro écapaz de calcular continuamente a posição do corpo no espaço e fazer ajustes constantes nessa estimativa a medida que avana§amos.Â
"Quando andamos pelo mundo, podemos fechar os olhos e ainda ter uma boa estimativa de onde estamos", diz ela. “Isso envolve poder atualizar nossa estimativa com base em nosso senso de auto-movimento. Tambanãm existem muitos ca¡lculos no cérebro que envolvem a movimentação no espaço abstrato ou mental, em vez do fasico, e a integração de sinais de velocidade de uma variedade ou outra. Algumas das mesmas ideias e atécircuitos de navegação espacial podem estar envolvidos na navegação por esses Espaços mentais. â€
Nãohámelhor ajuste
Fiete passou a infa¢ncia entre Mumbai, andia e Estados Unidos, onde seu pai matema¡tico realizou uma sanãrie de consultas permanentes ou visitadas no Instituto de Estudos Avana§ados de Princeton, na Universidade da Califórnia em Berkeley e na Universidade de Michigan em Ann Arbor.
"Como épossível reutilizar os mesmos circuitos e usa¡-los com flexibilidade para resolver muitos problemas diferentes, e quais são os ca³digos neurais que são propensos a esse tipo de reutilização?" ela diz. "Tambanãm estamos investigando os princapios que permitem ao cérebro conectar maºltiplos circuitos para resolver novos problemas sem muita reconfiguração."
Na andia, o pai de Fiete fez uma pesquisa no Instituto Tata de Pesquisa Fundamental, e ela cresceu passando tempo com muitos outros filhos de acadaªmicos. Ela sempre se interessou por biologia, mas também gostava de matemática, seguindo os passos de seu pai.
“Meu pai não era um pai prático, querendo me ensinar muita matemática, ou atéme perguntando como estava indo meu trabalho escolar, mas a influaªncia estava definitivamente aa. Ha¡ uma certa estanãtica em pensar matematicamente, que absorvi indiretamente â€, diz ela. "Meus pais não me incentivaram a estudar, mas eu não pude deixar de ser influenciado pelo meio ambiente."
Ela passou os últimos dois anos do ensino manãdio em Ann Arbor e depois foi para a Universidade de Michigan, onde se formou em matemática e física. Enquanto estava la¡, ela trabalhou em projetos de pesquisa de graduação, incluindo duas passagens de vera£o na Universidade de Indiana e na Universidade da Virgania, o que lhe deu uma experiência em primeira ma£o na pesquisa em física. Esses projetos cobriram uma variedade de tópicos, incluindo terapia com radiação de pra³tons, propriedades magnanãticas de materiais monocristalinos e física de baixa temperatura.
"Essas três experiências foram o que realmente me fez ter certeza de que queria ingressar na academia", diz Fiete. “Definitivamente parecia o caminho que eu conhecia melhor, e acho que também se adequou ao meu temperamento. Mesmo agora, com mais exposição a outros campos, não consigo pensar em um ajuste melhor. â€
Embora ainda estivesse interessada em biologia, fez apenas um curso na disciplina na faculdade, atrasando-se porque não sabia como casar abordagens quantitativas com ciências biológicas. Ela começou seus estudos de pós-graduação na Universidade de Harvard, planejando estudar física em baixas temperaturas, mas enquanto estava la¡, decidiu comea§ar a explorar aulas quantitativas de biologia. Um deles foi um curso de biologia de sistemas ministrado pelo então professor do MIT Sebastian Seung, que transformou sua trajeta³ria profissional.
"Foi realmente inspirador", lembra ela. “Pensar matematicamente sobre sistemas de interação em biologia foi realmente emocionante. Foi realmente a minha primeira introdução a biologia de sistemas e me fisgou imediatamente. â€
Ela acabou fazendo a maior parte de sua pesquisa de doutorado no laboratório de Seung no MIT, onde estudou como o cérebro usa sinais de entrada da velocidade do movimento da cabea§a para controlar a posição dos olhos. Por exemplo, se queremos manter o olhar fixo em um local especafico enquanto a cabea§a estãoem movimento, o cérebro deve calcular e ajustar continuamente a quantidade de tensão necessa¡ria nos maºsculos que circundam os olhos, para compensar o movimento da cabea§a.
Canãlulas "bizarras"
Depois de obter seu doutorado, Fiete e seu marido, fasico tea³rico, foram para o Instituto Kavli de Fasica Tea³rica na Universidade da Califórnia em Santa Barbara, onde cada um realizou bolsas de pesquisa independente. Enquanto estava la¡, Fiete começou a trabalhar em um ta³pico de pesquisa que ainda hoje estuda - células de grade. Essas células, localizadas no cortex entorrinal do cérebro, nos permitem navegar em nosso entorno, ajudando o cérebro a criar uma representação neural do Espaço.
No meio de sua posição la¡, ela descobriu uma nova descoberta: quando um rato se move atravanãs de uma sala aberta, uma canãlula de grade em seu cérebro dispara em muitos locais diferentes, dispostos geometricamente em um padrãoregular de tria¢ngulos repetidos. Juntas, uma população de células da grade forma uma trelia§a de tria¢ngulos representando a sala inteira. Essas células também foram encontradas no cérebro de vários outros mamaferos, incluindo humanos.
"a‰ incravel. a‰ essa resposta muito cristalina â€, diz Fiete. “Quando li sobre isso, caa da cadeira. Naquele momento, eu sabia que isso era algo bizarro que geraria tantas perguntas sobre desenvolvimento, função e circuitos cerebrais que poderiam ser estudados computacionalmente. â€
Uma pergunta que Fiete e outros investigaram épor que o cérebro precisa de células da grade, uma vez que também possui as chamadas células de lugar que cada uma dispara em um local especafico do ambiente. Uma possível explicação que Fiete explorou éque células de grade de diferentes escalas, trabalhando juntas, podem representar um vasto número de posições possaveis no espaço e também maºltiplasDimensões do Espaço.
"Se vocêtem algumas células que podem gerar parcimoniosamente um espaço de codificação muito grande, pode se dar ao luxo de não usar a maior parte desse espaço de codificação", diz ela. "Vocaª pode desperdia§ar a maior parte, o que significa que vocêpode separar as coisas muito bem; nesse caso, não se torna tão suscetavel ao ruado".
Desde que voltou ao MIT, ela também buscou um tema de pesquisa relacionado ao que ela explorou em sua tese de doutorado - como o cérebro mantanãm representações neurais de onde a cabea§a estãolocalizada no Espaço. Em um artigo publicado no ano passado , ela descobriu que o cérebro gera um anel unidimensional de atividade neural que age como uma baºssola, permitindo que o cérebro calcule a direção atual da cabea§a em relação ao mundo externo.
Seu laboratório também estuda a flexibilidade cognitiva - a capacidade do cérebro de executar tantos tipos diferentes de tarefas cognitivas.
"Como épossível reutilizar os mesmos circuitos e usa¡-los com flexibilidade para resolver muitos problemas diferentes, e quais são os ca³digos neurais que são propensos a esse tipo de reutilização?" ela diz. "Tambanãm estamos investigando os princapios que permitem ao cérebro conectar maºltiplos circuitos para resolver novos problemas sem muita reconfiguração."