| MAPA |
| Copyright 2026 Ben Tang, Zachary Spalding, and Gregory B. Cogan |
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| What each license covers |
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| Source code and released model checkpoints are licensed under the Apache License, |
| Version 2.0. See LICENSE. The release attachment named LICENSE-WEIGHTS contains |
| the same Apache 2.0 license for standalone checkpoint downloads. The checkpoint |
| license covers: |
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| mapa_vits384.pt |
| mapa_vits384_no_region.pt |
| mapa_vits384_no_relpos.pt |
| mapa_vits384_no_priors.pt |
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| ================================================================================ |
| Attribution |
| ================================================================================ |
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| The checkpoints were pretrained on the Brain Treebank dataset, released under |
| CC BY 4.0 at https://braintreebank.dev/. The dataset retains its own license. |
| Attribution for the pretraining data: |
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| Christopher Wang, Adam Yaari, Aaditya K Singh, Vighnesh Subramaniam, |
| Dana Rosenfarb, Jan DeWitt, Pranav Misra, Joseph R Madsen, Scellig Stone, |
| Gabriel Kreiman, Boris Katz, Ignacio Cases, and Andrei Barbu. |
| Brain Treebank: Large-scale intracranial recordings from naturalistic |
| language stimuli. Advances in Neural Information Processing Systems 37 |
| (NeurIPS 2024), Datasets and Benchmarks Track. |
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| The evaluation follows Neuroprobe, https://github.com/insight-neuro/neuroprobe, |
| released under the MIT License, Copyright (c) 2025 Andrii Zahorodnii, |
| collaborators and contributors. |
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| Vendored Neuroprobe material |
| ================================================================================ |
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| mapa/data/_neuroprobe_lite_tables.py includes tables copied from Neuroprobe |
| commit c7b955b0a31464f4a5eec3f3bd78ff29841d61ac. The upstream license follows: |
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| MIT License |
|
|
| Copyright (c) 2025 Andrii Zahorodnii, collaborators and contributors |
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| Permission is hereby granted, free of charge, to any person obtaining a copy |
| of this software and associated documentation files (the "Software"), to deal |
| in the Software without restriction, including without limitation the rights |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
| copies of the Software, and to permit persons to whom the Software is |
| furnished to do so, subject to the following conditions: |
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| The above copyright notice and this permission notice shall be included in all |
| copies or substantial portions of the Software. |
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| THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| SOFTWARE. |
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