Nihal Singh @nihalssingh
PhD Candidate @UCSBengineering 🎓◦Translating Spin models and Neural networks to scalable probabilistic computers 💻⚛️◦@bitspilaniindia nihalssingh.github.io Santa Barbara, CA Joined February 2018-
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Sean Carroll on entropy and the origin of life
After years of developing probabilistic hardware accelerators to implement advanced probabilistic algorithms, our interdisciplinary team is excited to share an important update. Our new study, "Pushing the Boundary of Quantum Advantage in Hard Combinatorial Optimization with…
This is interesting as a first large diffusion-based LLM. Most of the LLMs you've been seeing are ~clones as far as the core modeling approach goes. They're all trained "autoregressively", i.e. predicting tokens from left to right. Diffusion is different - it doesn't go left to…
This is interesting as a first large diffusion-based LLM. Most of the LLMs you've been seeing are ~clones as far as the core modeling approach goes. They're all trained "autoregressively", i.e. predicting tokens from left to right. Diffusion is different - it doesn't go left to…
Interesting that the energy costs of ML are so high because we use chips to simulate optimizer dynamics in a high-dimensional parameter space. This requires lots of highly time-irreversible operations per unit time, which is thermodynamically expensive. Harnessing the actual…
Grateful to see our collaborative and interdisciplinary efforts recognized with the prestigious Misha Mahowald Prize.
Grateful to see our collaborative and interdisciplinary efforts recognized with the prestigious Misha Mahowald Prize.
It’s an incredible honor to receive this year’s Misha Mahowald Prize in Neuromorphic Engineering! 🎉 My deepest gratitude goes to the Jury for this recognition, to Dr. Misha Mahowald for pioneering the field that inspires our work, and to my amazing students and colleagues,…
Watch the Nobel Prize lectures in physics. See 2024 physics laureates John Hopfield and Geoffrey Hinton deliver their Nobel Prize lectures. Where are you watching from? #NobelPrize
My favorite book is The Beginning of Infinity. But it's not an easy read. I recently gifted it to a friend along with some notes to help her read it. Here they are in case it's useful for someone else: - Some chapters are easy to read, others are very complex but all are…
We need a new kind of async for loop in python:
Even though Newton's laws are deterministic, the behavior of many interacting bodies is so chaotic that it looks essentially "random." Statistical mechanics effectively says: why bother with all those complex trajectories? Just go ahead and replace them with truly random motion.
still the most compelling Figure 1 i've ever seen - from "Visualizing the Loss Landscape of Neural Nets" (2017)
Check out our recent work on physics-to-systems modeling of CMOS+X platforms, published open access in NPJ Spintronics!
Check out our recent work on physics-to-systems modeling of CMOS+X platforms, published open access in NPJ Spintronics!
Exploratory CMOS + X systems often require physics-based modeling, rather than compact models developed for highly mature semiconductor technologies. In a paper just out in NPJ Spintronics, we outline a modular circuit approach for CMOS + (X=spintronics & magnetism), tightly…
Excited to present our work on extending Ising machines with Gaussian probabilistic bits this December at IEEE IEDM 2024 in San Francisco! Come check out our work on December 10th! iedm24.mapyourshow.com/8_0/sessions/s…
2024 physics laureate Geoffrey Hinton used a network developed by his co-laureate John Hopfield as the foundation for a new network: the Boltzmann machine. This can learn to recognise characteristic elements in a given type of data. The Boltzmann machine can be used to classify…
This year’s #NobelPrize laureate in physics John Hopfield created an associative memory that can store and reconstruct images and other types of patterns in data. The Hopfield network can store patterns and has a method for recreating them. When the network is given an…
# explaining llm.c in layman terms Training Large Language Models (LLMs), like ChatGPT, involves a large amount of code and complexity. For example, a typical LLM training project might use the PyTorch deep learning library. PyTorch is quite complex because it implements a very…
.@KeremCamsari @nihalssingh et al. design a heterogeneous and energy-efficient #hardware combining stochastic magnetic tunnel junction based #probabilistic #bits with versatile field programmable gate arrays for #probabilistic #computing @NatureComms nature.com/articles/s4146…
.@KeremCamsari @nihalssingh et al. design a heterogeneous and energy-efficient #hardware combining stochastic magnetic tunnel junction based #probabilistic #bits with versatile field programmable gate arrays for #probabilistic #computing @NatureComms nature.com/articles/s4146…
People really need to start paying attention to the probabilistic computing field. We've gone from "one day people may build a computer that uses stochasticity" to people actually implementing these ideas. It's cool stuff, and it forces you to think differently about computing.
People really need to start paying attention to the probabilistic computing field. We've gone from "one day people may build a computer that uses stochasticity" to people actually implementing these ideas. It's cool stuff, and it forces you to think differently about computing.
Soham @king26_sk
3K Followers 819 Following recreating it in the aggregate | 24 | did bits at @bitspilaniindia
Muskan @muskan9gupta
1K Followers 858 Following Kinda, Sorta, Maybe, Mostly Shitposting :) @blumeventures @bitspilaniindia
Shaily @shaily99
7K Followers 2K Following PhD @LTIatCMU. Prev: @allen_ai @GoogleAI @MSFTResearch. #NLProc. Often ranting about research.
nandini @Nandini71908871
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Sneha Kumari, PhD @Snekumari
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Aarushi @run_aarushi
454 Followers 190 Following Her/she Grass is greener on my side || All that toxicity in that head, give it some rest BITS'22
nØ @antidoraproduck
319 Followers 226 Following i dont have any real reason to hate dora, except that she's ugly, which is exactly why i hate all of you.
amv @aryanmadhaverma
615 Followers 1K Following adrenaline junkie 🏂 | building software @launchdarkly | built ai @gethouseware | engineering & math @bitspilaniindia | exploring convergence of llms and robots
Krishna Swaroop Dhuli... @poorawsanhsirk
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MandyIrving @7d5Qnx4lB3983E
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ProfSK @ProfSK5
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Anshu @er_a_k_yadav
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DCF_ValueLab🇺🇸 @Yxipui1547
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Ayda golahmadi @Ayda__gol
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Arne Tremblay-Ullrich @AUllrich32532
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SmallCapAlpha🇺🇸 @Neeakhie606656
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Naorkad @Naorkad1331545
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Omolola Princeston @DarryleVir23505
83 Followers 3K Following seninle baş başa konuşmaları özlüyorum;
Michael Nauss CMT @iMichaelNauss
42 Followers 504 Following Quantitative and technical analysis covering US equities, FX and crypto markets. Founder of https://t.co/odUL9kamqe Nothing here is investment advice
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Kooser @Kooser1306
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Satyam Dixit (he/him) @imsatyamdixit
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JeffersonDavis @JeffersonLifeLi
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amogh @OfficialAmogh
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Irmersu @Irmersu4958
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Lucy Bailey @lucy_baile64881
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Sough @SoughlbZt02
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REITsCashflow🇺🇸 @Reroonov213701
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Emma Johnson @BrockNooux
1K Followers 7K Following If you're the smartest person in the room, you've entered the wrong https://t.co/324qYqFRGU owners, XRPL NFT investors, #XPUNK #XRP#BTC early investors
Tech Deals @DealsSniper
117 Followers 2K Following Apple Asus Bose Canon Dell Garmin HP JBL Lenovo Samsung Sony Toshiba #Deals #Discounts #Promotions
Zixin Wen @Zixin_Wen
474 Followers 647 Following PhD student @mldcmu, working on the theory of deep learning.
Xzavier Wilkinson @XWilkinson60595
33 Followers 2K Following
Rickie Stehr @RickieSteh40663
36 Followers 2K Following
Glen Ferry @GlenFerry15288
25 Followers 2K Following
Soundarya Krishnan @SoundaryaKris16
601 Followers 664 Following MSML @ CMU Previously Physics+CS @bitspilanigoa; Research intern @MSFTResearch; @MIT @medialab, @Uber, @Mitacs Interested in #explainableAI #Causality #ML4H
Almwoopard @Almwoopard4710
2 Followers 74 Following
Urban Gleichner @UGleichner32989
32 Followers 2K Following
Amos Spencer-Wiegand @wiegand17035
97 Followers 3K Following
Mr thank you @TylerPerry9289
18 Followers 268 Following
Immanuel Hamill @HamillImma15765
103 Followers 3K Following
Emmanuel Bartell @BartellEmm22086
78 Followers 4K Following
Babu✨ @rbabu_rbabu
388 Followers 7K Following
Soham @king26_sk
3K Followers 819 Following recreating it in the aggregate | 24 | did bits at @bitspilaniindia
Muskan @muskan9gupta
1K Followers 858 Following Kinda, Sorta, Maybe, Mostly Shitposting :) @blumeventures @bitspilaniindia
Shaily @shaily99
7K Followers 2K Following PhD @LTIatCMU. Prev: @allen_ai @GoogleAI @MSFTResearch. #NLProc. Often ranting about research.
nandini @Nandini71908871
554 Followers 232 Following
Sneha Kumari, PhD @Snekumari
2K Followers 530 Following Postdoc @MirkinGroupNU PhD @Gassensmith Making tiny things to solve huge problems
English Press Club @epc_bitspilani
953 Followers 48 Following Official handle of the English Press Club of BITS Pilani
Aarushi @run_aarushi
454 Followers 190 Following Her/she Grass is greener on my side || All that toxicity in that head, give it some rest BITS'22
Awais Ahmed @awaisahmedna
22K Followers 320 Following Cupitor Impossibilium. Explorator Incognitorum. Founder and CEO @PixxelSpace.
bhavyaps? @bhavsirrelevant
521 Followers 109 Following I was sayi- ARE YOU TIRED OF ADS?? GET AD FREE MUSIC WITH SPOTIFY PREMIUM
nØ @antidoraproduck
320 Followers 226 Following i dont have any real reason to hate dora, except that she's ugly, which is exactly why i hate all of you.
eunice @eunifiedworld
12K Followers 527 Following experimenting @whySonder, prev cmo at series. decision science + HCI @ cmu
Ayda golahmadi @Ayda__gol
4K Followers 1K Following Building @starnustech | Sharing my journey in product distribution
🥱 Sleepy (ML/DL) @KrishnaNaraKun
9K Followers 933 Following ML---NLP---AI---CV | Have a look at the good YouTube tutorials and my GitHub Repository showing various projects. |
Hsin-Yuan (Robert) Hu... @RobertHuangHY
6K Followers 244 Following Thinking about how machines could discover new physics in our quantum universe 🎲 🎲 🎲
Gavin Hartnett @gshartnett
337 Followers 595 Following Research Scientist @qctrlhq, adjunct @RANDCorporation. Quantum Computing, Machine Learning/Artificial Intelligence. Physics PhD. Retweets are not endorsements.
Patrick Huembeli @PHuembeli
557 Followers 626 Following Working at Axiomatic AI. Former Extropic Staff Scientist, EPFL PostDoc, QML PhD candidate.
Judea Pearl @yudapearl
79K Followers 275 Following Student of causal inference, human reasoning, and history of ideas, all viewed through the sharp lens of artificial intelligence.
Artem Strashko @Artem_Strashko
52 Followers 131 Following QML Application Scientist at @ZapataComputing. Thoughts and opinions are my own.
Dripto Debroy @DriptoDebroy
761 Followers 208 Following Research Scientist @GoogleQuantumAI | Physics PhD from @DukeU | He/Him
Ray O Johnson @Ray_O_Johnson
2K Followers 5K Following International executive focused on business, strategy, and innovation. Operating Partner at Bessemer Venture Partners & former SVP and CTO at Lockheed Martin.
Paul Borrill @plborrill
1K Followers 4K Following Physicist & CEO of DÆDÆLUS; Join the conversation on our evolving knowledge of the nature of time & causality. And how we make the world safe for transactions.
Yu Yamashiro@Jij, Inc... @ywyamashiro
820 Followers 757 Following YAMASHIRO Yu CEO, Jij Inc. @Jij_Inc @Jij_Inc_jp
Mike Posner @MikePosner
604K Followers 0 Following Grammy-nominated artist🏆 Walked Across America🚶🏼♂️Summited Mt. Everest🏔
Alexandr Wang @alexandr_wang
327K Followers 833 Following chief ai officer @meta, founder @scale_ai. rational in the fullness of time
Secretary Chris Wrigh... @SecretaryWright
97K Followers 6 Following 17th United States Secretary of @ENERGY
U.S. Department of En... @ENERGY
865K Followers 360 Following Committed to Restoring America’s Energy Dominance. Led by @SecretaryWright.
City of Goleta @CityOfGoleta
4K Followers 125 Following News and Info from the City of Goleta. View our Policies for Users and Followers of the City's Social Media Sites at https://t.co/6eiYW7Q92g
City of Santa Barbara @SBCity
20K Followers 121 Following This is the official account for the City of Santa Barbara, CA, USA. Replies will not be answered. Call 9-1-1 to report an emergency.
NWS Tsunami Alerts @NWS_NTWC
197K Followers 121 Following The U.S. National Tsunami Warning Center issues tsunami alerts and information for the continental U.S. and Canada. Policies: https://t.co/xCtxOhYntG
Bespoke Labs @bespokelabsai
2K Followers 104 Following RL Environment Curation for the Agentic Future. Data Curation: https://t.co/EnYs1QL3Hj
Alex Dimakis @AlexGDimakis
21K Followers 2K Following Professor, UC berkeley | Founder @bespokelabsai |
NWS Los Angeles @NWSLosAngeles
160K Followers 799 Following Official Twitter account for the National Weather Service Los Angeles. Details: https://t.co/XR2JbmRAzN
SBCountyOEM @SBCountyOEM
15K Followers 142 Following The Office of Emergency Management leads the Santa Barbara County Operational Area providing coordination and direction during emergencies and disasters.
AlertSanDiego @AlertSanDiegoCo
41K Followers 263 Following Emergency preparedness and disaster information, presented by the County of San Diego Office of Emergency Services, formerly ReadySanDiego
yikes (:D/acc) @yikesawjeez
3K Followers 1K Following sees sharks, jumps. a generalist agent. https://t.co/vp4UmseKq5 if u need sum @partnersdao, @zos_sfm, @latentspacepod fmr: @swellnetworkio, @elizaos
Lucy Lai, PhD @drlucylai
5K Followers 2K Following cognitive scientist & asst teaching prof @ucsandiego ☀️ | previously: ph.d. @PiN_Harvard, b.a. @RiceUniversity, @OISTedu, @MPC_CompPsych, @BCM_Neurosci
Trace Cohen @Trace_Cohen
21K Followers 10K Following Six Point Ventures pre/seed fund focused on Vertical Ai 🤖 // Angel in 30+ 😇 // My weekly startup tech VC newsletter 📝 👇
Jack Soslow @JackSoslow
16K Followers 591 Following Be so good they can't ignore you. ex a16z, Oculus, Wharton.
Ash Arora @asharoraa
46K Followers 8K Following Investing @LocalGlobeVC @LatitudeVC. @Forbes 30u30. ex @PMOIndia, @citi. barely degreed, educated daily! @reflectorbital @perceptroninc @mistralai @nozomioai
LocalGlobe @localglobevc
12K Followers 3K Following LocalGlobe is the pre-seed and seed fund from the Phoenix Court family of funds, including @latitudevc, @gosolarvc, @basecampvc; and @phxcrt
Symmetry and Geometry... @neur_reps
5K Followers 1K Following NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! https://t.co/Run9wPnrDB
Soham Parekh @realsohamparekh
34K Followers 222 Following Everyone's favorite Founding engineer. Executing @onlyfunctions. Founding Engineer @darwin_studios
Isabel Hahn @IzzieHahn
657 Followers 508 Following 📍San Francisco - @EUintheUS. AI & Privacy. Previously @Harvard_Law, @EU_EDPS, @NOYBeu, and @LSELaw. Views (and errors) are my own. 🇦🇹 🇧🇬.
Emmett Shear @eshear
118K Followers 958 Following CEO of Softmax: Applied developmental cybernetics research
Zixin Wen @Zixin_Wen
474 Followers 647 Following PhD student @mldcmu, working on the theory of deep learning.
Tianle Cai @tianle_cai
8K Followers 5K Following ML PhD @Princeton. Life-long learner, hacker, and thinker. Tech consultant & angel investor. Prev @togethercompute @GoogleDeepMind @MSFTResearch @citsecurities.
Guanya Shi @GuanyaShi
6K Followers 1K Following Assistant Professor @CMU_Robotics @SCSatCMU, leading the @LeCARLab. @Amazon Scholar. I build generalist robots with agility. Ph.D. from @Caltech.
Yunzhu Li @YunzhuLiYZ
7K Followers 543 Following Assistant Professor of Computer Science @Columbia @ColumbiaCompSci, Postdoc from @Stanford @StanfordSVL, PhD from @MIT_CSAIL. #Robotics #Vision #Learning
Dinesh Jayaraman @dineshjayaraman
2K Followers 581 Following Assistant Professor at University of Pennsylvania. Robot Learning. https://t.co/cIMw5XKSPy
Jason Ma @JasonMa2020
5K Followers 1K Following Co-founder @DynaRobotics Prev: @GoogleDeepMind, @NVIDIAAI, @MetaAI, @Penn, @Harvard.
Cong Lu @cong_ml
3K Followers 1K Following Research Scientist @GoogleDeepMind on the Open-Endedness Team. Prev: Postdoc @UBC_CS, PhD @UniofOxford.
Freddie Bickford Smit... @fbickfordsmith
457 Followers 853 Following ML PhD at Oxford with @tom_rainforth @adamefoster. Previously at UCL with @profdata @bdroads @egrefen.
Jannik Kossen @janundnik
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