no code implementations • 30 Jul 2024 • Cynthia R. Steinhardt, Menoua Keshishian, Nima Mesgarani, Kim Stachenfeld
In this work, we use the deep neural network (DNN) DeepSpeech2, as a paradigm to investigate how natural input and cochlear implant-based inputs are processed over time.
1 code implementation • 4 Apr 2023 • Gavin Mischler, Vinay Raghavan, Menoua Keshishian, Nima Mesgarani
Recently, the computational neuroscience community has pushed for more transparent and reproducible methods across the field.
1 code implementation • NeurIPS 2021 • Menoua Keshishian, Samuel Norman-Haignere, Nima Mesgarani
We show that training causes these integration windows to shrink at early layers and expand at higher layers, creating a hierarchy of integration windows across the network.