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公开(公告)号:US11509397B2
公开(公告)日:2022-11-22
申请号:US17645001
申请日:2021-12-17
申请人: Celestial AI Inc.
发明人: Yangjin Ma , Nikolaos Pleros , David Lazovsky , George Giamougiannis , Apostolos Tsakyridis , Angelina Totovic , Martinus Bos , Philip Winterbottom
IPC分类号: H04B10/516 , H04J14/02 , H04B10/61
摘要: Vector and matrix multiplications can be accomplished in photonic circuitry by coherently combining light that has been optically modulated, in amplitude and/or phase, in accordance with the vector and matrix components. Disclosed are various beneficial photonic circuit layouts characterized by loss- and delay-balanced optical paths. In various embodiments, loss balancing across paths is achieved with suitable optical coupling ratios and balanced numbers of waveguide crossings (using dummy crossings where needed) across the paths. Delays are balanced in some embodiments with geometrically delay-matched optical paths.
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公开(公告)号:US20240345316A1
公开(公告)日:2024-10-17
申请号:US18293673
申请日:2023-03-20
申请人: Celestial AI Inc.
CPC分类号: G02B6/1225 , G02B6/12014 , G02B2006/12061 , G02B2006/12142
摘要: The present disclosure relates to thermal control systems, photonic memory fabrics, and electro-absorption modulators (EAMs). For example, the thermal control systems efficiently move data in a memory fabric based on utilizing and controlling thermally controlling optical components. As another example, the EAMs are instances of optical modulators used to efficiently move data within digital circuits while maintaining thermally-stable optical modulation across a wide temperature range.
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公开(公告)号:US20240201437A1
公开(公告)日:2024-06-20
申请号:US18590708
申请日:2024-02-28
申请人: Celestial AI Inc.
发明人: Philip Winterbottom , Martinus Bos
CPC分类号: G02B6/12004 , G02B6/12002 , G02B6/30 , G02B6/43 , G06F7/50 , G06F7/5318 , G06F7/5443 , G06N3/04 , G06N3/067 , G06N3/0675
摘要: Various embodiments provide for clock signal distribution within a processor, such as a machine learning (ML) processor, using a photonic fabric.
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公开(公告)号:US20220263582A1
公开(公告)日:2022-08-18
申请号:US17645001
申请日:2021-12-17
申请人: Celestial AI Inc.
发明人: Yangjin Ma , Nikolaos Pleros , David Lazovsky , George Giamougiannis , Apostolos Tsakyridis , Angelina Totovic , Martinus Bos , Philip Winterbottom
IPC分类号: H04B10/516 , H04B10/61 , H04J14/02
摘要: Vector and matrix multiplications can be accomplished in photonic circuitry by coherently combining light that has been optically modulated, in amplitude and/or phase, in accordance with the vector and matrix components. Disclosed are various beneficial photonic circuit layouts characterized by loss- and delay-balanced optical paths. In various embodiments, loss balancing across paths is achieved with suitable optical coupling ratios and balanced numbers of waveguide crossings (using dummy crossings where needed) across the paths. Delays are balanced in some embodiments with geometrically delay-matched optical paths.
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公开(公告)号:US12130485B1
公开(公告)日:2024-10-29
申请号:US18610431
申请日:2024-03-20
申请人: Celestial AI Inc.
CPC分类号: G02B6/4295 , G02B6/4246 , G02B6/428 , G02F1/0157 , G02B6/4245
摘要: An implementation provides a package that includes a first die including a bridging element, an analog/mixed-signal (AMS) die, and a general die. The first die includes: a first photonic transceiver portion, a first die first interconnect region, and an optical interface (OI). The AMS die includes a second photonic transceiver portion, an AMS die first interconnect region on a first surface of the AMS die electrically and physically coupled with the first die first interconnect region; and an AMS die second interconnect region on a second surface of the AMS die. The general die includes a third photonic transceiver portion, and a general die first interconnect region electrically and physically coupled with the second photonic transceiver portion.
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公开(公告)号:US20240280747A1
公开(公告)日:2024-08-22
申请号:US18651225
申请日:2024-04-30
申请人: Celestial AI, Inc.
发明人: Martinus Bos , Philip Winterbottom
CPC分类号: G02B6/12004 , G02B6/12002 , G02B6/30 , G02B6/43 , G06F7/50 , G06F7/5318 , G06F7/5443 , G06N3/04 , G06N3/067 , G06N3/0675
摘要: Electro-photonic networks, including a plurality of processing elements connected by bidirectional photonic channels, suited for implementing neural-network models. Weights of the model may be preloaded into memory of the processing elements based on assignments of neural nodes to processing elements implementing them, and routers of the processing elements can be configured to stream activations between the processing elements based on a predetermined flow of activations in the model.
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公开(公告)号:US20240201436A1
公开(公告)日:2024-06-20
申请号:US18590689
申请日:2024-02-28
申请人: Celestial AI Inc.
发明人: Philip Winterbottom , Martinus Bos
CPC分类号: G02B6/12004 , G02B6/12002 , G02B6/30 , G02B6/43 , G06F7/50 , G06F7/5318 , G06F7/5443 , G06N3/04 , G06N3/067 , G06N3/0675
摘要: Various embodiments provide for electro-photonic networks, including a plurality of processing elements connected by bidirectional photonic channels, suited for implementing neural-network models. Weights of the model may be preloaded into memory of the processing elements based on assignments of neural nodes to processing elements implementing them, and routers of the processing elements can be configured to stream activations between the processing elements based on a predetermined flow of activations in the model.
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公开(公告)号:US12124095B2
公开(公告)日:2024-10-22
申请号:US18243474
申请日:2023-09-07
申请人: Celestial AI Inc.
CPC分类号: G02B6/4295 , G02B6/4246 , G02B6/428 , G02F1/0157 , G02B6/4245
摘要: A package includes a bridging element (an OMIB), and first and second photonic paths, forming a bidirectional photonic path. The OMIB has first and second interconnect regions to connect with one or more dies. Third and fourth unidirectional photonic paths may couple between the first interconnect region and an optical interface (OI). A photonic transceiver has a first portion in the OMIB and a second portion in one of the dies. The first and the second portions may be coupled via an electrical interconnect less than 2 mm in length. The die includes compute elements around a central region, proximate to the second portion. The OMIB may include an electro-absorption modulator fabricated with germanium, silicon, an alloy of germanium, an alloy of silicon, a III-V material based on indium phosphide (InP), or a III-V material based on gallium arsenide (GaAs). The OMIB may include a temperature compensation for the modulator.
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公开(公告)号:US20220405562A1
公开(公告)日:2022-12-22
申请号:US17807695
申请日:2022-06-17
申请人: Celestial AI Inc.
发明人: Philip Winterbottom , Martinus Bos
摘要: Various embodiments provide for electro-photonic networks, including a plurality of processing elements connected by bidirectional photonic channels, suited for implementing neural-network models. Weights of the model may be preloaded into memory of the processing elements based on assignments of neural nodes to processing elements implementing them, and routers of the processing elements can be configured to stream activations between the processing elements based on a predetermined flow of activations in the model.
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公开(公告)号:US20220404544A1
公开(公告)日:2022-12-22
申请号:US17807692
申请日:2022-06-17
申请人: Celestial AI Inc.
发明人: Philip Winterbottom , Martinus Bos
摘要: Various embodiments provide for a circuit package including an electronic integrated circuit comprising a plurality of processing elements, and a plurality of bidirectional photonic channels, e.g., implemented in a photonic integrated circuit underneath the electronic integrated circuit, that connect the processing elements into an electro-photonic network. The processing elements include message routers with photonic-channel interfaces. Each bidirectional photonic channel interfaces at one end with a photonic-channel interface of the message router of a first one of the processing elements and at the other end with a photonic-channel interface of the message router of a second one of the processing elements and is configured to optically transfer messages (e.g., packets) between the message routers of the first and second processing elements.
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